{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## NREL WIND Toolkit Domains (CONUS, Canada, Mexico) - HSDS Demo"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "This notebook demonstrates basic usage of the National Renewable Energy Laboratory (NREL) Wind Integration National Dataset (WIND) Toolkit data. The data is provided from Amazon Web Services using the HDF Group's Highly Scalable Data Service (HSDS).\n",
    "\n",
    "Please consult the README file for setup instructions prior to running this notebook."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2019-02-06T19:48:39.175801Z",
     "start_time": "2019-02-06T19:48:39.034304Z"
    }
   },
   "outputs": [],
   "source": [
    "%matplotlib inline\n",
    "import h5pyd\n",
    "import numpy as np\n",
    "import pandas as pd\n",
    "import matplotlib.pyplot as plt\n",
    "import matplotlib.image as mpimg\n",
    "from scipy.spatial import cKDTree"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Basic Usage\n",
    "\n",
    "The WIND Toolkit domains are provided in annual .h5 files and currently spans 2007-2014.  \n",
    "Each year can be accessed from `/nrel/wtk/${country}/wtk_${country}_${year}.h5` where `country` is conus, canada, or mexico"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 40,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2019-02-06T18:32:02.178393Z",
     "start_time": "2019-02-06T18:32:01.822243Z"
    }
   },
   "outputs": [],
   "source": [
    "# Open the desired domain year of data\n",
    "# server endpoint, username, password is found via a config file\n",
    "f = h5pyd.File(\"/nrel/wtk/conus/wtk_conus_2012.h5\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 41,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2019-02-06T18:32:04.318312Z",
     "start_time": "2019-02-06T18:32:03.824155Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['Version']"
      ]
     },
     "execution_count": 41,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "list(f.attrs)  # list attributes belonging to the root group"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 42,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2019-02-06T18:32:09.277364Z",
     "start_time": "2019-02-06T18:32:09.032427Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'v1.0.0'"
      ]
     },
     "execution_count": 42,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "f.attrs['Version']   # attributes can be used to provide desriptions of the content"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Datasets"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 43,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2019-02-06T18:33:57.735172Z",
     "start_time": "2019-02-06T18:33:57.373693Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "/coordinates (2488136, 2)\n",
      "/inversemoninobukhovlength_2m (8784, 2488136)\n",
      "/meta (2488136,)\n",
      "/precipitationrate_0m (8784, 2488136)\n",
      "/pressure_0m (8784, 2488136)\n",
      "/pressure_100m (8784, 2488136)\n",
      "/pressure_200m (8784, 2488136)\n",
      "/relativehumidity_2m (8784, 2488136)\n",
      "/temperature_100m (8784, 2488136)\n",
      "/temperature_10m (8784, 2488136)\n",
      "/temperature_120m (8784, 2488136)\n",
      "/temperature_140m (8784, 2488136)\n",
      "/temperature_160m (8784, 2488136)\n",
      "/temperature_200m (8784, 2488136)\n",
      "/temperature_2m (8784, 2488136)\n",
      "/temperature_40m (8784, 2488136)\n",
      "/temperature_60m (8784, 2488136)\n",
      "/temperature_80m (8784, 2488136)\n",
      "/time_index (8784,)\n",
      "/winddirection_100m (8784, 2488136)\n",
      "/winddirection_10m (8784, 2488136)\n",
      "/winddirection_120m (8784, 2488136)\n",
      "/winddirection_140m (8784, 2488136)\n",
      "/winddirection_160m (8784, 2488136)\n",
      "/winddirection_200m (8784, 2488136)\n",
      "/winddirection_40m (8784, 2488136)\n",
      "/winddirection_60m (8784, 2488136)\n",
      "/winddirection_80m (8784, 2488136)\n",
      "/windspeed_100m (8784, 2488136)\n",
      "/windspeed_10m (8784, 2488136)\n",
      "/windspeed_120m (8784, 2488136)\n",
      "/windspeed_140m (8784, 2488136)\n",
      "/windspeed_160m (8784, 2488136)\n",
      "/windspeed_200m (8784, 2488136)\n",
      "/windspeed_40m (8784, 2488136)\n",
      "/windspeed_60m (8784, 2488136)\n",
      "/windspeed_80m (8784, 2488136)\n"
     ]
    }
   ],
   "source": [
    "# list the datasets in the file\n",
    "for k in f:\n",
    "    dset = f[k]\n",
    "    print(f\"{dset.name} {dset.shape}\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 44,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2019-02-06T18:34:32.751989Z",
     "start_time": "2019-02-06T18:34:32.630250Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(8784, 2488136)"
      ]
     },
     "execution_count": 44,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Datasets are stored in a 2d array of time x location\n",
    "dset = f['windspeed_100m']\n",
    "dset.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 45,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2019-02-06T18:45:17.972025Z",
     "start_time": "2019-02-06T18:45:17.286944Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "DatetimeIndex(['2012-01-01 00:00:00', '2012-01-01 01:00:00',\n",
       "               '2012-01-01 02:00:00', '2012-01-01 03:00:00',\n",
       "               '2012-01-01 04:00:00', '2012-01-01 05:00:00',\n",
       "               '2012-01-01 06:00:00', '2012-01-01 07:00:00',\n",
       "               '2012-01-01 08:00:00', '2012-01-01 09:00:00',\n",
       "               ...\n",
       "               '2012-12-31 14:00:00', '2012-12-31 15:00:00',\n",
       "               '2012-12-31 16:00:00', '2012-12-31 17:00:00',\n",
       "               '2012-12-31 18:00:00', '2012-12-31 19:00:00',\n",
       "               '2012-12-31 20:00:00', '2012-12-31 21:00:00',\n",
       "               '2012-12-31 22:00:00', '2012-12-31 23:00:00'],\n",
       "              dtype='datetime64[ns]', length=8784, freq=None)"
      ]
     },
     "execution_count": 45,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Extract datetime index for datasets\n",
    "time_index = pd.to_datetime(f['time_index'][...].astype(str))\n",
    "time_index # Temporal resolution is 30min"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 46,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2019-02-06T18:46:51.882658Z",
     "start_time": "2019-02-06T18:46:06.078162Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>latitude</th>\n",
       "      <th>longitude</th>\n",
       "      <th>country</th>\n",
       "      <th>state</th>\n",
       "      <th>county</th>\n",
       "      <th>timezone</th>\n",
       "      <th>elevation</th>\n",
       "      <th>offshore</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>37.603382</td>\n",
       "      <td>-127.617050</td>\n",
       "      <td>b'None'</td>\n",
       "      <td>b'None'</td>\n",
       "      <td>b'None'</td>\n",
       "      <td>-9</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>37.620419</td>\n",
       "      <td>-127.626007</td>\n",
       "      <td>b'None'</td>\n",
       "      <td>b'None'</td>\n",
       "      <td>b'None'</td>\n",
       "      <td>-9</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>37.637451</td>\n",
       "      <td>-127.634979</td>\n",
       "      <td>b'None'</td>\n",
       "      <td>b'None'</td>\n",
       "      <td>b'None'</td>\n",
       "      <td>-9</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>37.654484</td>\n",
       "      <td>-127.643951</td>\n",
       "      <td>b'None'</td>\n",
       "      <td>b'None'</td>\n",
       "      <td>b'None'</td>\n",
       "      <td>-9</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>37.671509</td>\n",
       "      <td>-127.652924</td>\n",
       "      <td>b'None'</td>\n",
       "      <td>b'None'</td>\n",
       "      <td>b'None'</td>\n",
       "      <td>-9</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "    latitude   longitude  country    state   county  timezone  elevation  \\\n",
       "0  37.603382 -127.617050  b'None'  b'None'  b'None'        -9          0   \n",
       "1  37.620419 -127.626007  b'None'  b'None'  b'None'        -9          0   \n",
       "2  37.637451 -127.634979  b'None'  b'None'  b'None'        -9          0   \n",
       "3  37.654484 -127.643951  b'None'  b'None'  b'None'        -9          0   \n",
       "4  37.671509 -127.652924  b'None'  b'None'  b'None'        -9          0   \n",
       "\n",
       "   offshore  \n",
       "0         1  \n",
       "1         1  \n",
       "2         1  \n",
       "3         1  \n",
       "4         1  "
      ]
     },
     "execution_count": 46,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Locational information is stored in either 'meta' or 'coordinates'\n",
    "meta = pd.DataFrame(f['meta'][...])\n",
    "meta.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 47,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2019-02-06T18:47:46.899747Z",
     "start_time": "2019-02-06T18:47:46.896662Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "dtype('uint16')"
      ]
     },
     "execution_count": 47,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Datasets have been saved as integers\n",
    "dset.dtype"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 48,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2019-02-06T18:47:51.066179Z",
     "start_time": "2019-02-06T18:47:51.062426Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "43.711573248"
      ]
     },
     "execution_count": 48,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "dset.shape[0] * dset.shape[1] * 2 * 10**-9 # 51 GB per dataset!"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 49,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2019-02-06T18:47:57.377851Z",
     "start_time": "2019-02-06T18:47:57.374273Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(336, 2976)"
      ]
     },
     "execution_count": 49,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "dset.chunks # Chunked by week"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 50,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2019-02-06T18:47:58.010112Z",
     "start_time": "2019-02-06T18:47:58.005677Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "1.9998719999999999"
      ]
     },
     "execution_count": 50,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "dset.chunks[0] * dset.chunks[1] * dset.dtype.itemsize * 10**-6 # 2 MB per chunk"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 51,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2019-02-06T18:49:17.786073Z",
     "start_time": "2019-02-06T18:49:17.671184Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "100.0"
      ]
     },
     "execution_count": 51,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# To convert dataset values back to floats use the 'scale_factor'\n",
    "dset.attrs['scale_factor']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 52,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2019-02-06T18:52:13.089310Z",
     "start_time": "2019-02-06T18:52:12.342907Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "wind speed scale factor =  100.0\n",
      "wind speed units after unscaling =  m s-1\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "4.07"
      ]
     },
     "execution_count": 52,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "scale_factor = dset.attrs['scale_factor']\n",
    "units = dset.attrs['units']\n",
    "print('wind speed scale factor = ', scale_factor)\n",
    "print('wind speed units after unscaling = ', units)\n",
    "dset[0, 0] / scale_factor # divide by scale_factor to return native value"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Time-slicing"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Get the time_index from the server and convert to a pandas DatetimeIndex for convenience:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 53,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2019-02-06T18:57:48.925869Z",
     "start_time": "2019-02-06T18:57:47.990623Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "DatetimeIndex(['2012-01-01 00:00:00', '2012-01-01 01:00:00',\n",
       "               '2012-01-01 02:00:00', '2012-01-01 03:00:00',\n",
       "               '2012-01-01 04:00:00', '2012-01-01 05:00:00',\n",
       "               '2012-01-01 06:00:00', '2012-01-01 07:00:00',\n",
       "               '2012-01-01 08:00:00', '2012-01-01 09:00:00',\n",
       "               ...\n",
       "               '2012-12-31 14:00:00', '2012-12-31 15:00:00',\n",
       "               '2012-12-31 16:00:00', '2012-12-31 17:00:00',\n",
       "               '2012-12-31 18:00:00', '2012-12-31 19:00:00',\n",
       "               '2012-12-31 20:00:00', '2012-12-31 21:00:00',\n",
       "               '2012-12-31 22:00:00', '2012-12-31 23:00:00'],\n",
       "              dtype='datetime64[ns]', length=8784, freq=None)"
      ]
     },
     "execution_count": 53,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "time_index = pd.to_datetime(f['time_index'][...].astype(str))\n",
    "time_index"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Extract indexes for a particular span of time:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 54,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2019-02-06T19:00:14.646068Z",
     "start_time": "2019-02-06T19:00:14.641059Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([1440, 1441, 1442, 1443, 1444, 1445, 1446, 1447, 1448, 1449, 1450,\n",
       "       1451, 1452, 1453, 1454, 1455, 1456, 1457, 1458, 1459, 1460, 1461,\n",
       "       1462, 1463, 1464, 1465, 1466, 1467, 1468, 1469, 1470, 1471, 1472,\n",
       "       1473, 1474, 1475, 1476, 1477, 1478, 1479, 1480, 1481, 1482, 1483,\n",
       "       1484, 1485, 1486, 1487, 1488, 1489, 1490, 1491, 1492, 1493, 1494,\n",
       "       1495, 1496, 1497, 1498, 1499, 1500, 1501, 1502, 1503, 1504, 1505,\n",
       "       1506, 1507, 1508, 1509, 1510, 1511, 1512, 1513, 1514, 1515, 1516,\n",
       "       1517, 1518, 1519, 1520, 1521, 1522, 1523, 1524, 1525, 1526, 1527,\n",
       "       1528, 1529, 1530, 1531, 1532, 1533, 1534, 1535, 1536, 1537, 1538,\n",
       "       1539, 1540, 1541, 1542, 1543, 1544, 1545, 1546, 1547, 1548, 1549,\n",
       "       1550, 1551, 1552, 1553, 1554, 1555, 1556, 1557, 1558, 1559, 1560,\n",
       "       1561, 1562, 1563, 1564, 1565, 1566, 1567, 1568, 1569, 1570, 1571,\n",
       "       1572, 1573, 1574, 1575, 1576, 1577, 1578, 1579, 1580, 1581, 1582,\n",
       "       1583, 1584, 1585, 1586, 1587, 1588, 1589, 1590, 1591, 1592, 1593,\n",
       "       1594, 1595, 1596, 1597, 1598, 1599, 1600, 1601, 1602, 1603, 1604,\n",
       "       1605, 1606, 1607, 1608, 1609, 1610, 1611, 1612, 1613, 1614, 1615,\n",
       "       1616, 1617, 1618, 1619, 1620, 1621, 1622, 1623, 1624, 1625, 1626,\n",
       "       1627, 1628, 1629, 1630, 1631, 1632, 1633, 1634, 1635, 1636, 1637,\n",
       "       1638, 1639, 1640, 1641, 1642, 1643, 1644, 1645, 1646, 1647, 1648,\n",
       "       1649, 1650, 1651, 1652, 1653, 1654, 1655, 1656, 1657, 1658, 1659,\n",
       "       1660, 1661, 1662, 1663, 1664, 1665, 1666, 1667, 1668, 1669, 1670,\n",
       "       1671, 1672, 1673, 1674, 1675, 1676, 1677, 1678, 1679, 1680, 1681,\n",
       "       1682, 1683, 1684, 1685, 1686, 1687, 1688, 1689, 1690, 1691, 1692,\n",
       "       1693, 1694, 1695, 1696, 1697, 1698, 1699, 1700, 1701, 1702, 1703,\n",
       "       1704, 1705, 1706, 1707, 1708, 1709, 1710, 1711, 1712, 1713, 1714,\n",
       "       1715, 1716, 1717, 1718, 1719, 1720, 1721, 1722, 1723, 1724, 1725,\n",
       "       1726, 1727, 1728, 1729, 1730, 1731, 1732, 1733, 1734, 1735, 1736,\n",
       "       1737, 1738, 1739, 1740, 1741, 1742, 1743, 1744, 1745, 1746, 1747,\n",
       "       1748, 1749, 1750, 1751, 1752, 1753, 1754, 1755, 1756, 1757, 1758,\n",
       "       1759, 1760, 1761, 1762, 1763, 1764, 1765, 1766, 1767, 1768, 1769,\n",
       "       1770, 1771, 1772, 1773, 1774, 1775, 1776, 1777, 1778, 1779, 1780,\n",
       "       1781, 1782, 1783, 1784, 1785, 1786, 1787, 1788, 1789, 1790, 1791,\n",
       "       1792, 1793, 1794, 1795, 1796, 1797, 1798, 1799, 1800, 1801, 1802,\n",
       "       1803, 1804, 1805, 1806, 1807, 1808, 1809, 1810, 1811, 1812, 1813,\n",
       "       1814, 1815, 1816, 1817, 1818, 1819, 1820, 1821, 1822, 1823, 1824,\n",
       "       1825, 1826, 1827, 1828, 1829, 1830, 1831, 1832, 1833, 1834, 1835,\n",
       "       1836, 1837, 1838, 1839, 1840, 1841, 1842, 1843, 1844, 1845, 1846,\n",
       "       1847, 1848, 1849, 1850, 1851, 1852, 1853, 1854, 1855, 1856, 1857,\n",
       "       1858, 1859, 1860, 1861, 1862, 1863, 1864, 1865, 1866, 1867, 1868,\n",
       "       1869, 1870, 1871, 1872, 1873, 1874, 1875, 1876, 1877, 1878, 1879,\n",
       "       1880, 1881, 1882, 1883, 1884, 1885, 1886, 1887, 1888, 1889, 1890,\n",
       "       1891, 1892, 1893, 1894, 1895, 1896, 1897, 1898, 1899, 1900, 1901,\n",
       "       1902, 1903, 1904, 1905, 1906, 1907, 1908, 1909, 1910, 1911, 1912,\n",
       "       1913, 1914, 1915, 1916, 1917, 1918, 1919, 1920, 1921, 1922, 1923,\n",
       "       1924, 1925, 1926, 1927, 1928, 1929, 1930, 1931, 1932, 1933, 1934,\n",
       "       1935, 1936, 1937, 1938, 1939, 1940, 1941, 1942, 1943, 1944, 1945,\n",
       "       1946, 1947, 1948, 1949, 1950, 1951, 1952, 1953, 1954, 1955, 1956,\n",
       "       1957, 1958, 1959, 1960, 1961, 1962, 1963, 1964, 1965, 1966, 1967,\n",
       "       1968, 1969, 1970, 1971, 1972, 1973, 1974, 1975, 1976, 1977, 1978,\n",
       "       1979, 1980, 1981, 1982, 1983, 1984, 1985, 1986, 1987, 1988, 1989,\n",
       "       1990, 1991, 1992, 1993, 1994, 1995, 1996, 1997, 1998, 1999, 2000,\n",
       "       2001, 2002, 2003, 2004, 2005, 2006, 2007, 2008, 2009, 2010, 2011,\n",
       "       2012, 2013, 2014, 2015, 2016, 2017, 2018, 2019, 2020, 2021, 2022,\n",
       "       2023, 2024, 2025, 2026, 2027, 2028, 2029, 2030, 2031, 2032, 2033,\n",
       "       2034, 2035, 2036, 2037, 2038, 2039, 2040, 2041, 2042, 2043, 2044,\n",
       "       2045, 2046, 2047, 2048, 2049, 2050, 2051, 2052, 2053, 2054, 2055,\n",
       "       2056, 2057, 2058, 2059, 2060, 2061, 2062, 2063, 2064, 2065, 2066,\n",
       "       2067, 2068, 2069, 2070, 2071, 2072, 2073, 2074, 2075, 2076, 2077,\n",
       "       2078, 2079, 2080, 2081, 2082, 2083, 2084, 2085, 2086, 2087, 2088,\n",
       "       2089, 2090, 2091, 2092, 2093, 2094, 2095, 2096, 2097, 2098, 2099,\n",
       "       2100, 2101, 2102, 2103, 2104, 2105, 2106, 2107, 2108, 2109, 2110,\n",
       "       2111, 2112, 2113, 2114, 2115, 2116, 2117, 2118, 2119, 2120, 2121,\n",
       "       2122, 2123, 2124, 2125, 2126, 2127, 2128, 2129, 2130, 2131, 2132,\n",
       "       2133, 2134, 2135, 2136, 2137, 2138, 2139, 2140, 2141, 2142, 2143,\n",
       "       2144, 2145, 2146, 2147, 2148, 2149, 2150, 2151, 2152, 2153, 2154,\n",
       "       2155, 2156, 2157, 2158, 2159, 2160, 2161, 2162, 2163, 2164, 2165,\n",
       "       2166, 2167, 2168, 2169, 2170, 2171, 2172, 2173, 2174, 2175, 2176,\n",
       "       2177, 2178, 2179, 2180, 2181, 2182, 2183])"
      ]
     },
     "execution_count": 54,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "march = time_index.month == 3\n",
    "np.where(march)[0]"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Or a particular date:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 55,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2019-02-06T19:16:18.978254Z",
     "start_time": "2019-02-06T19:16:18.973874Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "4440"
      ]
     },
     "execution_count": 55,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "timestep = np.where(time_index == '2012-07-04 00:00:00')[0][0]\n",
    "timestep"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Map Data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 56,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2019-02-06T19:16:28.086246Z",
     "start_time": "2019-02-06T19:16:24.814153Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "{'description': '(latitude, longitude)'}\n"
     ]
    }
   ],
   "source": [
    "# Extract coordinates (lat, lon)\n",
    "print(dict(f['coordinates'].attrs))\n",
    "coords = f['coordinates'][...]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 57,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2019-02-06T19:30:40.930339Z",
     "start_time": "2019-02-06T19:30:37.902430Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "CPU times: user 4.1 ms, sys: 30 μs, total: 4.13 ms\n",
      "Wall time: 17.5 s\n"
     ]
    }
   ],
   "source": [
    "%time data = dset[timestep, ::100]   # extract every 100th location at a particular time\n",
    "df = pd.DataFrame() # Combine data with coordinates in a DataFrame\n",
    "df['longitude'] = coords[::100, 1]\n",
    "df['latitude'] = coords[::100, 0]\n",
    "df['windspeed_100m'] = data / dset.attrs['scale_factor'] # unscale dataset"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 58,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2019-02-06T19:30:40.935891Z",
     "start_time": "2019-02-06T19:30:40.932229Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(24882, 3)"
      ]
     },
     "execution_count": 58,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 59,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<bound method NDFrame.head of         longitude   latitude  windspeed_100m\n",
       "0     -127.617050  37.603382           13.31\n",
       "1     -128.421402  39.142838           11.64\n",
       "2     -128.259064  38.894833           12.49\n",
       "3     -127.786743  38.067619           12.79\n",
       "4     -126.908142  36.421673           12.32\n",
       "...           ...        ...             ...\n",
       "24877  -66.099945  40.019890            5.09\n",
       "24878  -65.845917  40.461823            5.31\n",
       "24879  -66.120544  39.826988            4.60\n",
       "24880  -66.198486  39.571884            5.16\n",
       "24881  -66.030701  39.799927            5.05\n",
       "\n",
       "[24882 rows x 3 columns]>"
      ]
     },
     "execution_count": 59,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df.head"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 60,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2019-02-06T19:30:50.703645Z",
     "start_time": "2019-02-06T19:30:44.870411Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "df.plot.scatter(x='longitude', y='latitude', c='windspeed_100m',\n",
    "                colormap='YlOrRd',\n",
    "                title=str(time_index[timestep]))\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 61,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([b'None', b'California', b'Oregon', b'Washington', b'Nevada',\n",
       "       b'Arizona', b'Idaho', b'Utah', b'Montana', b'New Mexico',\n",
       "       b'Wyoming', b'Colorado', b'Texas', b'Nebraska', b'South Dakota',\n",
       "       b'Oklahoma', b'North Dakota', b'Kansas', b'Minnesota', b'Iowa',\n",
       "       b'Missouri', b'Arkansas', b'Louisiana', b'Wisconsin', b'Illinois',\n",
       "       b'Mississippi', b'Michigan', b'Tennessee', b'Kentucky', b'Indiana',\n",
       "       b'Alabama', b'Florida', b'Ohio', b'Georgia', b'North Carolina',\n",
       "       b'Virginia', b'South Carolina', b'West Virginia', b'Pennsylvania',\n",
       "       b'New York', b'Maryland', b'District of Columbia', b'Delaware',\n",
       "       b'New Jersey', b'Vermont', b'Massachusetts', b'Connecticut',\n",
       "       b'New Hampshire', b'Maine', b'Rhode Island'], dtype=object)"
      ]
     },
     "execution_count": 61,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "meta = pd.DataFrame(f['meta'][...])\n",
    "meta['state'].unique()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(2894781,)"
      ]
     },
     "execution_count": 35,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "meta['state'].shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 63,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2019-02-06T19:38:03.467178Z",
     "start_time": "2019-02-06T19:38:03.343285Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>latitude</th>\n",
       "      <th>longitude</th>\n",
       "      <th>country</th>\n",
       "      <th>state</th>\n",
       "      <th>county</th>\n",
       "      <th>timezone</th>\n",
       "      <th>elevation</th>\n",
       "      <th>offshore</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>673988</th>\n",
       "      <td>37.007046</td>\n",
       "      <td>-109.036377</td>\n",
       "      <td>b'United States'</td>\n",
       "      <td>b'Colorado'</td>\n",
       "      <td>b'Montezuma'</td>\n",
       "      <td>-7</td>\n",
       "      <td>1440</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>673989</th>\n",
       "      <td>37.025227</td>\n",
       "      <td>-109.040131</td>\n",
       "      <td>b'United States'</td>\n",
       "      <td>b'Colorado'</td>\n",
       "      <td>b'Montezuma'</td>\n",
       "      <td>-7</td>\n",
       "      <td>1415</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>673990</th>\n",
       "      <td>37.043411</td>\n",
       "      <td>-109.043869</td>\n",
       "      <td>b'United States'</td>\n",
       "      <td>b'Colorado'</td>\n",
       "      <td>b'Montezuma'</td>\n",
       "      <td>-7</td>\n",
       "      <td>1448</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>674934</th>\n",
       "      <td>37.010033</td>\n",
       "      <td>-109.013611</td>\n",
       "      <td>b'United States'</td>\n",
       "      <td>b'Colorado'</td>\n",
       "      <td>b'Montezuma'</td>\n",
       "      <td>-7</td>\n",
       "      <td>1450</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>674935</th>\n",
       "      <td>37.028217</td>\n",
       "      <td>-109.017349</td>\n",
       "      <td>b'United States'</td>\n",
       "      <td>b'Colorado'</td>\n",
       "      <td>b'Montezuma'</td>\n",
       "      <td>-7</td>\n",
       "      <td>1501</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "         latitude   longitude           country        state        county  \\\n",
       "673988  37.007046 -109.036377  b'United States'  b'Colorado'  b'Montezuma'   \n",
       "673989  37.025227 -109.040131  b'United States'  b'Colorado'  b'Montezuma'   \n",
       "673990  37.043411 -109.043869  b'United States'  b'Colorado'  b'Montezuma'   \n",
       "674934  37.010033 -109.013611  b'United States'  b'Colorado'  b'Montezuma'   \n",
       "674935  37.028217 -109.017349  b'United States'  b'Colorado'  b'Montezuma'   \n",
       "\n",
       "        timezone  elevation  offshore  \n",
       "673988        -7       1440         0  \n",
       "673989        -7       1415         0  \n",
       "673990        -7       1448         0  \n",
       "674934        -7       1450         0  \n",
       "674935        -7       1501         0  "
      ]
     },
     "execution_count": 63,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Full resolution subset of Colorado. \n",
    "meta = pd.DataFrame(f['meta'][...])\n",
    "CA = meta.loc[meta['state'] == b'Colorado'] # Note .h5 saves strings as bit-strings\n",
    "CA.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 64,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2019-02-06T19:38:14.050394Z",
     "start_time": "2019-02-06T19:38:09.966272Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "CPU times: user 16 ms, sys: 1.1 ms, total: 17.1 ms\n",
      "Wall time: 17.8 s\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "(63678, 3)"
      ]
     },
     "execution_count": 64,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "%time data = dset[timestep][CA.index]  # full-resolution subset\n",
    "df = CA[['longitude', 'latitude']].copy()\n",
    "df['windspeed_100m'] = data / dset.attrs['scale_factor']\n",
    "df.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 65,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2019-02-06T19:38:16.260753Z",
     "start_time": "2019-02-06T19:38:15.367784Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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tbde1H/mRH+HlL385k8mEEydO8D/8D/8Dn/rUpw5t8yf/5J/EGHPo5zu/8zsPbXPffffx+te/nuFwyIkTJ/je7/1euq47tM373vc+7r77bsqy5NnPfjY/8zM/85iudQ1o1ra2ta1tbWt7mpg8AT+PxX7jN36DN73pTfz3//7fee9730vbtnzN13wN0+n00Hbf/u3fzkMPPdT//NiP/Vj/nfee17/+9TRNw2//9m/zsz/7s/zMz/wM//Af/sN+m89//vO8/vWv59WvfjUf/vCH+Z7v+R7+5t/8m/zf//f/fcPXakSeyQ6ox2d7e3tsbm6yu7u7JgWvbW1rW9vaHtH+MOaMdI4HL1z+grOcbj5+5HFf64ULFzhx4gS/8Ru/wVd91VcB6qF52ctextvf/vbr7vMf/+N/5Gu/9ms5c+YMJ0+eBOAnf/In+b7v+z4uXLhAURR83/d9H+95z3v46Ec/2u/3l/7SX2JnZ4df+7Vfu6FrW3to1ra2ta1tbWtb2w3Z7u4uAEeOHDn0+bve9S6OHTvGi170It761rcym8367/7bf/tvvPjFL+7BDMBrX/ta9vb2+NjHPtZv86f/9J8+dMzXvva1/Lf/9t9u+NrWpOC1rW1ta1vb2p429sRkOe3t7R36tCxLyrJ8xD1DCHzP93wPX/EVX8GLXvSi/vO/8lf+CrfffjunT5/m93//9/m+7/s+PvWpT/FLv/RLAJw9e/YQmAH6v5NQ4MNts7e3x3w+ZzAYPOqdrQHN2ta2trWtbW1PE3uispyuVsP/gR/4AX7wB3/wEfd905vexEc/+lH+63/9r4c+/47v+I7+9xe/+MWcOnWK17zmNXz2s5/lrrvuevwX+xhtDWjWtra1rW1ta/sjZlcr4T+ad+bNb34zv/Irv8L/+//+v49a3uGVr3wlAJ/5zGe46667uOmmm/jd3/3dQ9ucO3cO0DIM6d/02eo2GxsbN+SdgTWHZm1rW9va1ra2p409UVlOSQk//TwcoBER3vzmN/PLv/zL/Pqv/zp33nnno17jhz/8YQBOnToFwKte9So+8pGPcP78+X6b9773vWxsbPCCF7yg3+Y//+f/fOg4733ve3nVq171qOdL9pTx0Pzoj/4ob33rW/nu7/7unin9jne8g3e/+9188IMfZH9/nytXrrC1tfWox/qJn/gJ/uk//aecPXuWl770pfzLf/kvecUrXvHk3sBjsGbRct+nLrJ/ecZ4e8CdLzxJlrv++/ms4cHPXKJpPMdPb3D89GEm+mLect8nznPvpy6S5ZbTdx7h2S89hcsUn7ZNx30fPc/Zz15iMC6580tPsX3TssZI13jOfu4Sn/vgQ1w+u8/G8RHPffkt3Pwlx3rp7p3zB3z6vz/A/R8/x/TKgs3jQ573FbfznFfcgnWWetZw/yfO8wcfOMO5z19hsd8wOTrgxV99Jy/8qjuxznDl7AGf+b0HOPMHlwhd4OSdR3jxq+9k49gIgOADZz59kU//zgNcvOcKInD6ucd4yZ+5i80TY72XRct9HzvPH/z2/Vx6YAdrLDc//zgv/bPP6bep92o+99uf5cP//kOc+9RZsiLjrq94Nn/8r38Fm6e34nE67v/IWf7gN+/hgd+5j737dvCLlqPPOsIr//rLef6f+xKCFx56YId77rnCA/ftsH9xhm89J09t8GV/4nZue9ZRQhB2zh9w3wfO8Nnfvpfd+5Ugd8uLb+Lub3whx+480l/3Ax86w2f+y2d48ANn2Du3T9cEjtyxzcu/+W5e8LXPA2D/oX0+/Vuf4qP/6fc59+lzhC5w28tu5yv/5ldx25fe3r+zK/de5r7/fh/Gws1338LRu45dt23tnT/g/k9cwAscvXnC6Wcfva4c+2Kv5oGPn+OBT1xg79yUrVNjvuRP3M7Ju44e2s53gUtn93jgQ2c59/tnGG1WPOuP387NX3r6muPW+zVnP3qW+3/3fvIq4/SX3swtL7/lYc9/5mNneeij5zi4OOPoHds87888m3FsG6vWNh0X7t/lzB9c4uKDewwmJbc+7zh3vugkxh4+toiwd3afBz54hjMfPcu5j5zl7Mcf4ODiLrawPP91L+DVb/lTHLvruN5f67l07w7nPnOJBz51kUv373JwQd/7sdu3uPvrn8ez/9it/T34LrB7acZDn73EQ++/n7MfOkPTCKObJjz3q+/kRa99DnmVHbqe+X7N+Qd2eejTl7h4bp/dnQWdF7ZPjnnRK2/lWS88cegZhSAc7C+4tLPg0kHNbtOxv1cjXjixPeAFdx1le6O65r4XBzUX79vl/OevcPbTl7j8wB7z/QU20z5z9+ufx8m7DhM5vQ9MZy2XdudcvDjl3Jk9ds5PWUwbLIabb9vkS19+Kydumlx7vsZzZb9m56Dm0u6CnWnDbNFStx4BNoYFL7zjCM+5ZfOa+5vVLTu7NRd3ZlzardnbmbH/4D5h3nH82IiXvPwWbn3W4WtN563nHXsXDrj4wB6Xzu6xc2af3fjOtm+a8MKvvINnvezUNW2jb091x/7lGW3t2T45phjk193uKWt/yMp6b3rTm3j3u9/N//V//V9MJpOe87K5uclgMOCzn/0s7373u/lzf+7PcfToUX7/93+ft7zlLXzVV30VL3nJSwD4mq/5Gl7wghfwzd/8zfzYj/0YZ8+e5fu///t505ve1AOp7/zO7+THf/zH+Xt/7+/x1//6X+fXf/3X+T/+j/+D97znPTd8rU+JtO33v//9fNM3fRMbGxu8+tWv7gHN29/+dhaLBQBvfetbbwjQ/MIv/ALf8i3fwk/+5E/yyle+kre//e384i/+Ip/61Kc4ceLEDV3PE5mC18xb7v34ef7gww/xwOcucbC7QNrDjzwbZtx01za7l+bs7y7AL78LIXD06JDNYc6FM/tM5y1iTT9AiAh0Qu4MRe6YXZkT2rA8gICEwPHbNmlnLXsXZoQgUFiMs9q4rQEM1aTA1x3tQXvtjRjAGrJBhu8C4mWFlyZxg5Vtw8r3QuxE+sFgXFIfNAR//aYnIpTDnGbWIl24lv9mDXhPVncs7r/M/oWL7M/3sPEarLUMjx9lePo4w/GAtvZQ5oRZQ7g8hTqKOTmLGZe4oyPczRtwaozZLPXap/EZdB4WHQiY3OEvzQln9pGDur8uEUFajzQdRWZo9uv4fOJPBKvGWcyoxFQFpm05uP8sl3bP0YaO3CwnwdKVDLIB2zcdpZu2dPMWvyJAJSI85888jzu+/kWcu2eHi5+4wO59VxDncDdvYMqsbzvbGyV33bHBhY+d5eKnL3GwWxOqErM1wBYZGKNtSEAWLcdu3yTfHrJvockt4fKC7jMX8Q/tLe+18xx/1lG279jm8oO77D+0T3NlhtQd+HDoOo897xh3fc3z2Dk35fL5KdMrNe1BjUxrMGCsRUQwmcWOC577dc+DKufiQ/tML83o5t2yTa22+SBsHBlw8tYtdh/cY/f+XRZn9uh2ZxB0mzBdMNvbpWsbRIRWOgKB0hVsHT2CqQaY8RC7UWGGub73TvS1BkGaFpm3VMMMKTJka4BslEjd0bz/Xmye445O9HoMmK0B1QuPs/miE0yvzKnP7OPPT7UtOYOpcqgyvRcRjAAWRkeH5NYwvTyjbQJsD8hu32R405i8zJhd0TFQguCnDf6hPbbOHtBcnDOftTRN0GvOLcaYZZ/JdYFjjAFrMJlh69YNfIBF6/HHBpiTY0zlkMYj0xZqr8+B2Ge9gIWtmyb4wtECFBm2cth4vmXfX3ZUYw1ZZnHOMqgyrDVM5y113eGbQLfoEB+wmSHMOprPXdFziSA+wKLj6JEhGYaDKzPqgwbfhuVcbJZj3/Vs6/SEYzdvsH9pxmx3wWK/oW283lMCVwZsZvnyP/tcvvKbXox1jz9g8YeZtn3/uYtfcNr2rSeP3fC1Plx9qn/1r/4V3/Zt38b999/PX/2rf5WPfvSjTKdTbr31Vv78n//zfP/3f/+h49977738rb/1t3jf+97HaDTiW7/1W/nRH/1Rsmw59r3vfe/jLW95Cx//+Me55ZZb+Af/4B/wbd/2bTd8b190QHNwcMDdd9/N//a//W/843/8j6+by/6+972PV7/61TcEaF75ylfy8pe/nB//8R8HdFC/9dZb+a7v+i7+/t//+zd0TU9E42wbz6//3If4yPs+rwNL5QADIQ5kBiisTs6pwYQ4mArgBZk2OpkSty0cJnlyRBT4NDoASRCdTK4CEeJDHCjoQQmZWR4nt/pdF/rBQUQ41ISdOXyd6fz9xV7V4PvvWG4TBAKPan1zTIPpaut0RgeyRUe4MiNcnlLv7HHp4AIOCwbGw00mL7wDO6oIl6YKIjYqpPX48/swbxScDArs9hCzWWGPDrE3jWGzhNzAbq3XO2th7vXZZxbZb/Bn9pGduQIA0WcudYc0HdJ5vWYDhKDHyB1Yix0WmI0hxhrC/pz6/guc33+IRlpyk2EwFLZglI0p8xJjbf8cfNsiCPvdAVM/4/TNz2L4ottAwF+cIgc1dmOAu3kCCczszql//wHaKwdkxmGrHDOssNtxAo9gBoFwsCDszLCTAdktm5iTIxjmcNDg79mh+9xFBQizGmYNpsqxkwE4izQdLBptZ118wQa60NH5jsH2Ju74JuROV8x1R5g1up01mDLD3bGF3RpgMEic7Glju43vXRI47OJ3oO2+9cisJezMFSSldlS3tAdTpgd7BAnsd/sUrmTshlSjCdnGCLsxwI4rzLjQdtYGPU/rkYMaqRXUms0B2W1bmGGONJ720+fxD+5QPCtmZBQO+5ITuGdtgbXIXo1cniOX5itgJoPSKYgWwHsoHGRW21lq55sV9o4thidHDLcqDi7OkSB0ezXtfTv4P7hI86EzuGMTBUhGgTK5xVijQLoNei7A5LYHOhj0fJnF3LWNPTLAVhnSBcJBHGu8xLaLjie5hUEOwww3KMiGOa502GwVzKwAGWPIckc5yPr+H0RoGo9vA6FTMOObDldYCFB/7oqCKR+QWQsHrb7rcFX/708SD329xU763mrb7u8lfW7iL1cNWa/8+ufzVX/pJdc52I3ZHyague8JADS3PQZA83SyLzqH5k1vehOvf/3rr8k/fzzWNA0f+MAHDh3LWsuf/tN/+hFz2eu6Zm9v79DPF2q/9o73K5hxEUBYg0mrMtABJ4GEBD4AgzkMZoTlIORWVlwBaCOYSYP9VZ1brvNZPwBC9ByYq7wpNwhm9BeuGRmusccBZuDa7a1ehwRBZi0ybQjzhnkzw6Aeq0E1YnT6OO7kBmFnDl3ADAt9Rotu+YxyhxkWmCrHVBlms0RKp70hgajGwyK6ygoLXSDs1fp5f43qrZDOL4FjeizxV2MtJnfYyQDjDHSecGXKrDkgxJu0xpKZjIEbUmYKZtLYG4Jus9ftc665wC3btzN88e3gLGG/RuoOUzi9j0pd5zJvqT94H+2VA5zR85NnmCLDlnkPZkQEOVgQducKUrYqzKTADHOdpnYU6AAKFuYNZA47LLVN+gBNd7jtGfAIdb2gmkxwRybado22M/EReFuDcZbsecex24N+396757Vdi5FluzgEZiJgbDyyaNWTttqW2o6maRCEqZ/hbEZpcnJXkFXRS1ZkvRejNy/IrEHqVhcJVY7dKHU7q33T33cZuzlEQtB7e9YW9uYJpsyQxitA2W+0rRj1VhhnFcyAXmuu4IZ2ZVI2Bo4NyUY5WZERuqBemVlL+9A+4fyU5kNnsBuDfkHSe19cHBNC9BYZPafJXQQzRt+ZtZhN9UjZIlOA3XTXLoa6oNdXKhCzRaYeGWuwzh7yEKvTQ/ugtaYHMwnqeB8IcZwKXcC3vveGiA8KZoKohy95Rh9lmX1D6/BVMJMsAbur7Pd+9VM0i+7aL56C1g/3X8DPM9W+qIDm53/+5/ngBz/Ij/zIjzwhx7t48SLe++vmsqe43/XsR37kR9jc3Ox/rk5ne6y2c/6AT/3O/fqHM7qSXd0gM4dc6BA9M2mr5rDr3hgFRAp+4gDfhaVrGA63UgGRsAz1pO/iQJcmDpNGnLTd1aNIusbVQSAcPs91bfVQj9B50qAkIo8+QNm4So8eKaJ3xIflIDSsxrgTG/0ACegg3t9ovK0ig8IhLtYdyZ1OCAlcgoalhPiu4s3HCaa3EL0Sq9d+ncHSDIo+rAca2ulCh7AEj7nNcdYt31F6PiKEEDi7OMeJwQmykxvxWCyfRR5X+qDP5Oyuek5EFOy5CIajh8vE+zRekDZA67GDAjMskBUuF01A2njPtXoRTJkh7jqeuvQMrKFtavKi0OeauX7SlSAKAoht+shAvY7xP2wE1/EZHwpnJK/NSnvuAXsTAWXfziN4Ek8IgTZ6wTKTYTJdSBhrdHJP7aq/5w7pQu+lNAn8Wtu/e2k9HQpWcBZ78wRbZYTWK1hJgMCH6GhYAboRcCSA3nu1khUOV2YYZ/qm2O3MYdoQLk2h9Qpc7RJU9IAFDvfPbGXcSSDHGhjl2hbSvj4uOHrgGA5fo7MaEnQWa1cWVentrDy/vFi2n7RNCOizS5ulZ7A6TnThMLgDrjt2PNL6KTUXa66dta91Jh0y3wV2Lxw8wsGfOiZPwM8z1b5ogOb+++/nu7/7u3nXu95FVVWPvsOTaG9961vZ3d3tf+6///4v6HgX7ttd/hFBwaF+eLXHA+KAEn9PA8zVdk0oZ8XS8SIwiVPEykWs7LYyUZjk4peVVY882qiyss0jAZFHATUPF5u9/saodyvyFQDILBbbn8A6BSnifb+NcVb5QoNiuUrNnL6T1YnRC0hYgs3AVaCTwyG/dF9pkkrHCfHDtJs1mMyuuLsBZ8mMTuTp0TjjsObwWxMJNKFFjFBLwzgfKwfn6mvaqpYgBwj7i0PAIR6sn1QkBPDRsxS36yev1ZeVR+/OKriOq/MlCFiZoPWESPAY55bPbrVtpt8LhxkX13SDfrv0PEV0RrwmrHn1Pof3F0BMDGGhnk9rrD7fBKBD5IJFz1rythG9Dun5mdyCoyeZ2q0B090rGJvCOu7aCTpekzQdJk3oTXzeq88lcdhWeB3GasvQr4VQe2TRqfeH5aLkEBC7ekEiAgnLrz7kFP7qN0ttdaU/p8Nc9ciNNculV2xPIUjv7cNwDQ8lbadnSA91ee0m0/5J8uTeiK0C6KvtkCf5et8//GGnO4sbO//anrL2RQM0H/jABzh//jx33303WZaRZRm/8Ru/wb/4F/+CLMvw3j/6Qa6yY8eO4Zy7bi57ynW/npVleU0K2xdily/Fol39YLIy6CfeTDSR5IbX+5U0eVhWFqcrrnpWwM7qJMnh7ft/rxrojOs3Wm6TPB7GXGesMMtV8SqY+AJh/uFrvOakh7eFGN6JoQprlZi4MaTMV8Bw5mgv7ekEaEycNHMY5pjCYTcH2KMjfQZe9N4SoFt08bmaJXEzPStrYJxjtyvlQuXxp38W8V7ayKNJzy3T6zw0YWUWuz1ikI+WE2z8v1z1PluvJFYf4jGNObyyzq2GQyaFXsORgX7vpZ88ggR81xHaDuMD4gNh2hJmTf88E6mZusM0mqEiFsxWiRmXS49MbB94UVCz4k1ZBTXG2uhpOUxON8kzkjvs9kAns+sBkzTRB1GvWCKLRqAhKTy7CgxWQVN8H846JERvizEECYSu0+vulMQtyRPXeMK01j4Wgl5CEPXkZdoZjdW2kT/7BG294GDnsp5y1hJqrxefJvTM9mEUaT3hyhyJ3KFDQCR5zhxQWLJhjnWGrg045+jqrg+ZmjJbWSTI0jvSg4all2bZv1balAHGOSms148rzi63SWT2VU5efH6rYEFECD567+K7UbDL4W1WrqXH+Hls9+n1HR0qn+hhspKub49l2xvb52kDaNYxp4e1Lxqgec1rXsNHPvIRPvzhD/c/X/7lX84b3/hGPvzhD+Oce/SDXGVFUfBlX/Zlh3LZQwj85//8nx9TLvsXYiLC7//u/TpIRWKeZgpYnShzt5wokycguVrjpKK8m4ho4uBDJ0hAicA9+TJNIMuJLk0ICQTosileXGaXbv3Martu/ZI3chWxc3XwXGY+rHzOVb8/kvWXJxoO46oV+NXHuQqoSeQLYfRm7PYQs1VRbm4wcBV5VsCkpH3wMuJA9ua442NkkGGHOfbYEHf7FvamDdio9MK7oADFRDLltF16EQqnoEAEGRewPcBsVdhjQ+yRoU4uzuqztQaZNwSv706SlybPMGUOzikZPLeYjRJ3bEy+MWbTbWooBOUy9Y+gcDFq0eGD53K7A0BnBJk3+mwyBTRpxW9feTPmuUdgo1TekDF48bS+pakX+LYlzBvCwQJ/+YBwsNBjBUHqVonB01Y9AQeNAsfNEnOkIjs2iQTePAKZOJG1EYQnkFlq+86LitB2SLcSSjQgMZvBbOszTGEyBSixDZrURnRCVW6SEq97kHR1W4lh3UPtMc9wRkFnEzQFWdDxQOoOmdb6zuYNstD7189abeJBkLbDTEpM4XTCrTLMKMOemnD0Rc/l3k/+PotLVwj37SJXFtp/0rvJYoiq7Qjnp/iH9jWTqPHLpm3jGJFHr+GpCcWkwBqjzdAa/O5CPTuztg+VJhNYeke6CGpWAa8s11MYbVdsD7DWYAf50ntiWIZmE98tjQmd8lCSl7EPh3YKhiQEfBy/ssiV6rcBfAS/Jl6TywzlsMDmlhCTEOyogKMDfQ6r4GvF+rB0ak4P591Ni4KrQ+U3YPW8ufGNv4gmT8DPM9W+aDo0k8nkUC0IgNFoxNGjR/vPz549y9mzZ/nMZz4DwEc+8hEmkwm33XZbXxjrNa95DX/+z/953vzmNwPwd/7O3+Fbv/Vb+fIv/3Je8YpX8Pa3v53pdMpf+2t/7Q/lvnYvz9m7PIeNQoFKXAUvV+ixx6XBY5FWymBShoxTkp8UtidIEgTTadaBzhHaNHutBS/L2LGPk3XaLqDHTzwLY3Tw9ctjqxPJIBFHSZBIHpZlL7CyvI90/Vd7idLgudprDoGj1W2X5+5/vzo8Y+K9tTEcVHslYlYZJjO4oxMG8wUOQzOfkU/G7HzoD9jYOqbk1irHFAYJRj010yZOmvoOzGalx/XosRfKXxKnBEoyJXOSW9gqMTGTSeYtJnNIlWPagMkc2UaFLCKZe5hCQzpZKwCK5NBxSXZyg8G8pjvolPi7Goopc/UeGAjes+/3yXAs2hnjgwbGBcxa/M4M4wzZHdvYjZJyq2JxfIjZqDB5xnw6x6Jp0TKPq+wDaNsWyQ15VWIaYXqwy0hQwFJl2NzBMFMwuFUil0uoCgXjETDTecT7lTCgVZ6JszgRJHhYNEsCrLGKpasMd9MYBpmG/NL7zewy/JW4TF0EvHEb8bKMlprYOKLHB9vq+wpKZrWZwxUF1aKilY4uBDKnDTk0LSJBYaQIYjTzTBbtkvfTBShzzIkhlBlmkCOlw9QdDHOKm7e49aUvY//zD5FXFVnuMA7sMI99J14blvqeM2STEU42lu0/i5mPwWq7Kxz58SEud/hFhysd0ytz5PyUMGsJEuDSHDsq+/7Ud7uelxP/tqZ/Tb1ZA4Mct1EiIrhBTjdrMVl81s6CCwqIgoFWlKMVF0sueiRN5EL5VrlC6vHVccHG3y2mV55wMSminnnywpFlGcYYFs7QZFZTt70ljEo4PtKFy9zHdytLb3QEeIL0YO2asSX9ffU4c4OgZuf89MY2XNtT1p4ywnrXs5/8yZ/kH/2jf9T/nUqVp/x3gM9+9rNcvHix3+YNb3gDFy5c4B/+w3/I2bNnednLXsav/dqvXUMUfrLMxtWBcRF4WKNApY2oAnQCLRzM26WLdxFTRmMmAc5gjEPqxAcRdIZLv8cTrrr+4+BvAEkDgbVgBCpd9Zv0v+TpuQquGxdXh2llvRqaCahrfCXefxjMpG2vGmVSCKHfhuVAJKufmZWHGD8Xll6rIDrwFhqqMGKwJ8YUFw+QpiVcmWFuPUFx2eFObS29VHmuYG6zhFGG80JIobTNUt9X53UQj+REab1Odq2HvRrJrK7UtweYK7XuWzpl8IzAHo0p2VdmSBlg0SqXJxJyzSDXsEGVYXID4xK3OSKfHeDxZMZiA5iq7D1smXEchAXWWApXULdzfNMhO4sIhjuYVNT/9XMM7txW0maZY2+e4D7pmHvdFxE6PN20JetKWt/hnGqPTBd7dE3NwFWYK1PlGoWArbL4zCpscYAdFpA5fR7WwLxWUGMMRla8gF2APCPzBbSecFBjE+naOexmhd2slpl7rR6DVr0xaTXfe8VTCDYCb/UGaQOSNKtnTkN7dRfbu3qvbJ5RuILSlrTS4MRig6NrpjifUQQFNdYL7e4B4j15WUGhiwN3coKdlJhBBpslJpGVfcBOSjbvOM2CnPb8Lm5zgCkcslloP8mt7nde8FemZEc2+rAMw1zbXZnp/WUKIPNJSbNf41pPNhyz/6mLsNcQzu6pBtKFqXrfUttN/UoMffpkCuulPkbqkgYzyskKR5dS6NMz7sm/Rq/J+uW7FDClW4YLHUgrSCe9N806iyscLpKO1TGiPKCqyPS+h4ZRlVHkluAFawxZqd6d2hhC6/HjAnNkiFyaKaixVgedkIaD1dCXLL3N/X2mcYPYHs3S03QD4ax6eh39raeiyRcYNXoGu2ieUoDmfe9736G/f/AHf/BRi2Xdc88913z25je/uffY/GHbZHvQxymNMwosLMsJGWL6Z1i6qENY6j9YgxgNT6yuiFY7dU88tdH934Z+sNXUzXgOI32oQ1I2gzErYlRpG/1VEr82ua5X+RHJ86JX0Xt9ekAiK+7dq8HL1SZcGzoIICu0FGMNYp2uXt3So2RGRdQ/8TppzFv1ajhD3nXs33M/k8lRXWUnTgcmCgkaMBlyYohN/IEUu88t0EIdFIjEDCDZbzC1VzCzUWIyqx61IovP0WO2B7itkrDw2C4gi476whWysiLITDU7Uqqr07CfHRWEwuGyXCcIgcxpGi0haEqz0VDUhpuwCAvEGuqdXarutE4cVYHMa9zRMQxzpAu43NJNSvBB08IFvHg633HgDxj6Ac7ldJ1hd76DDTAebXIQpmzsglQ57b6lGBeYYaYaJAJ2VCngiN7GxMFZev1sn2lksFAVSLsg1C3MGlzmIDeq+WKJWkgR1GQGOWjVK5LeiySBO20rvRilE0QsJgFro6Rrk1kkzzRD0OpiwJQ5WVGw2WzQhZYQAo1tWYQ5eVA+SoFRAb7FHmIMYw9OCkxZkN2+iRlmmua8WRHmrb7zLmDagN2uqLqjdC6ju/cyxahQIDzIkFGuHsJxTjYZYrfUE2iqDI5UZEeGGGfxdUtYdGTbA0IQukszQoDFuSndxy5gykz1lMYDZNZgx9WykySydFxEqXdWny0xg0+5eBEEjAtsmZENIhcnPkObOUIXtC/kxAVDBAKlI6/ymCmnYNO3mqHXJzI4cDHcZGPIyYhQZI4yt3ReGA0yNgcFGFUYzpyh6YTWe8rcstN5QhuQzRKzaJEmZnFai7Kqrx1GTCJ9ry6SVseYVe9yAoCPYPO9+hG/f6qYsOTIPd79n6n2lAI0zwQzxuACtIkkl0HvJ0+DhBfwXe/qNZ5lWqMXjI2gJXXYuJoSnZ2WGTgS0259EuQT+iwZF1dgudWBNB7vUCaBQYFICssnTotjGQpKwCitwvs4tlmCnzTzSHQTXw1kVmLf8YOrXMJxP4ir9BjqSceJBEsVJjPqJTAxXNAF3PENuov72CyjkqHqpBgFfzYBx2Ch0bCVGeTIRqXP2cRJRgRmXRQyjBPqpTlyoCngxs4gd0jb6fUOYvhhVOiknzns2BGcgQf2mNczJnmJX7QYu6DdmVE+92RMnTaqA3J8Qn5hj65dxu6l8/1AbgIUJu9XlyJCWQ1gkIEX7FaFP9eQPfu4hjpar5NtltHNF+QmBxECgVmY4YyjEw9B+TUigY3JcfKNIb5pwTvCzpRaWtz2SDVpqkxJscMCZo0Css6rVyFdb+aWIDUkPaX43rzyfnzhcHmGCdpmzTCmsk9KaDsNb3iL7EVeTwL7yTOYPDXmMPE0rdZNnkHuNdQVPaR2YJCmYqPdZH+xBwYOugMWYUFhl3L3nXRMuxkOQwgdm2ETN67g2BBjLfa4/htCgNbpT5dhfIvZKLH1mNAI/qF9rBc4PsQOcxjkmHFBftdJzLEhVDlmmGGPjyiPDMELbZPhW0+5OVCF6Utz2tzhP30Jaq96SgHCvZcxo3IZVhZN+jcB7Z8rXhkRFCQaNE0dgYEj3yhxmSEbF3TzDldm/WLEFFmk6wWMd7oAKj0MM7JSVxo2t4RVHabkKMnsyukV0DgjFJmlLBx5gHGVURVOhxerYKbwAciYF4628/jGa5Rx0Wlf7FWiTU/SFrMyxhEXPqtjiaz8ctWCifgoHi4ENd17mpCC1/awtgY0T4JVuaU76KBElUNTJ4ru9CQnDnFhVTodWJIWRCeQQa8lAz2PADi84ugF3VbCPE7dveLjwEb0Uqz2cLvyZyIW+sjl6OKFmZXDppVeuk5CD5D6SBOyLNuQjn01mOlnI/08DVCS7iWtzJM7OQqGSVwhyqKLrnujIaLMYozFlRmeAdllr2m0iRsgoG4yoyRWicToBGxWV24p22Sh16Fk7aB8lmkNl7NePdXkDimcZuHMGv0sU7Jlt2hoaGm7GmMdzcEBBig3S8WP4xIyg+zUMTSSE9qWznfkdRNTnhUcV/kQIwELLEKDy3Pl74xyzKTEHgwwJ0a4zNHsLsgGDi7NaX3L0FY00mLFRvE+R+YygjF47xmPtxmcOoYpM8qDFjeu8Bf3YX9Ge3EPOynJjgwVKOdOwxEimoqcPFtJh0fCEnR0EVSkTLBWgaKYOd4JVgQ3zCHLtO3HkKIplDgv00YFA8tMQVEizYtEjZT4blMbdRZjBcktkMfzg6lynAwom462qwkhcMFfohNtQ0ECAaENLW1QNeZSPEYMx47fjKCZPM6YZXg2swqsW494h/GCPVKpTs+sQ6YtZlt1ccy4xB4dqFdqHEsrTErycUk5LrEIeaPvw5WOxQO76pB6YI/w0AH22JDuzB72+IiwO8PdcnQJ8GK7luj1W0ZdoleyytUjpgMS2U0TRpMCqXKKSUkdxfi6xhNajyudgreg95y8iHaQIcnzYo16cqJIaO8YiUTkkMjdGJwzGskCBlXGqMqJ0U+McVgrhKBe6EHhNB+h9sxNTdOUmN16KYYJffr94RC1/n1IRmAV3aT+3/8t9NyrNBb1+2m9t6eFXX1fj2f/Z6itAc2TYJtHBuxfmmFMhrgIAGLmgw7CKygli1Loot4J2rDMWOoJu9ILjknywiR3c4oRJ9JMKg8QWKqJpvBQiCPMaqholfsAfWMXw+FYfL8yjBsl7wwr/0avyKEUz9VBgzj4xGFPJGDEIA4Vces6zZYxXgmgKYsIoy21C6oKG4SQR0G2XHlGkjtMzFAxWwNMlJlnkKsXJVdvAbU/nCWWmQie0EnHAo3HLMLSM9F6vb79yJ0hkra3Kjg/1WMeNMgwwzhHc2kXjKVpa4aDMfXBAcM7TiNOsMMcM1AuirQeBjl2T2ikJTNOPW6S0pszqrzA141qnrR6reHyDFtozSZ7fASTQtWTdxZ0VUb7yfOIhUIKPRaGUgJFVuKdTuQbg00GNx2DY0NdYR+NWVvOkncd3d6UcraN7C3UoxKBAz4ojyWLqettfFc2TnAi6g3MpOezaG2ehnZ3ij/IGLgTyCDHlOOoNhyzpZzFDDMkN5i9GmzQPpMbvfdOn40E9bilvDADek25lpDouWuVerdc0zFcjFk0szgHCnXQWlL73QFtaNFEYksnU9UIOjJAdmva0xn2gb3osYggLosZizEcasoMe2xIuDBfEti9aJjz1ARjRHl0mUW2KvJhTlU68tyxaDrKPGP3yhx2avU4XFlgtwf4C/tgIDy0D2Whzzz1P1b6Iiz5OS6GmzaKfsHhbp6w8eyjbI5ypsYwGebkzrDIHYuDBu+UByVE4rUzSG5xucNF/pNdTbFPY0MEE+q9AmM1TdsaJVqnzXNn8EEonEUQjHOYOOiJGEIIHN8sCT5wKYKmbrOAgwbmXe99TmNNWvD02CSBmpTV+XAh79V1n7n6e6GePb2ynL6Q/Z+ptgY0T4JtHx/xwCcvIPO4wnBG5faNTt69Wq8IxNRSjMHULSJ2WV/Jx6bbesUrCSzEHim9XPkKaEr7pnTiNvQhKxM/U5O+c0vrVzr30mPRe2d78mHyznB4pYT+niY0BUMsPT8ARpQ82h8vkv1MBBmNhhjEe0wNREVa4+O+bSx50AWkbqAs4qRVgfOaGdQeYLfHmCJDjMVOcszRAfZIpSTg/Uhk3WvBQsiM6rhEgq8bFXi7WCGq5tiFpyefzpOKLNjSYRqvvApQoGVA6gW78x1MgDaoum6el2S3bCMY7KTUtOxYINMYd2iEkRCwYnTCjhlPJnO4WY3NHAxLVY3dr3H5EHN8CED30B6mcHRn9/FnruBMBsZTkGNiBpIblDoRtYHsyBh3bAJDpxPMSDk4smMxWyOy3bnWv7p3R99riNozzvZAxgzyZep3CEv9H2MOE7udReYNB/s7mC6nmkwIzmJuGivhulECNrMW2Sixgwy/VSHnptgjA2SQK+jpiF5EG0OUywxCE4GGiGDELUf9IsMMS9zGEHtpwcANMB5mssBKixePDwGMYNH9qmyg/XSnxk8M+5++yOD4UdxNIw2RWZaZhJi+6CgBZL9BmqB8oMxiJyU2twrGDeSbA1yZkTtLllmOlCWtF+oH91Tleb+JHkmhu/cS7vQW4aE93JHx8nmmxcSKFzSFesgsbFWUx0aIgaZ0HH3hCU6enGBFGJWOInNUecY0a+lCwNQqWxBE1ZWNGFzmsIXyYoIX9fi2ywVVyjYyTsNBIQSMt3gj2l+D4IyhyKLqhA9kTksjWGOwVonBPgR8sFhrOL41oA2BrvZ0mxXsNleVQji8gJKrQE2Mma1sfx2TOOYc4vzpP2392LXP1vbUsjWgeRLs5B3bfOTXP4ckhr412oeCpu9KbqOuQxz4jVVhPecwOao70Uk/KKv+TFzRmFWQEU9oYqikTJoqyhWRNqwQB81SHr+PgcnDd3yblHTNYW/MyiB6OF59eIAFs+TmoPtLBG40YRk+i8JpJm7TZzKBht4SCIuS8tJ0evhL+7A1xEwKBT5T5XfYjUon2SRXP84RZ8iqnM4B0xaZH0ReDctUZKchKHukIuQGs9cqKLs0h+BWxNg8BE9oM5irtosdxBT9LNA9uEMrLU6MPjIvlMe2cVWGGRTqOYpZPVi05IAxZCbDGhuJ2cmTZtXrkDkEQ2nQlOo8I+zOscMCu1Eg56f4usOOcsIHH0LmDRk6ubi4grZFrmnI1mJHGebIWEmrpUOcxVY53dl9Fnu7gKEoctVlmaKTdaeemaRHI165OuSOUHcKPBPozVzU3knhIRWG8zmUw4qdnXNsuVMaytlrlqT4Nm6fW+x2pQUTRTBFrgC39r0nU1tvUv6lbyeaXSjK3QlBPX6DAjsqKfYrJt2YTjpGGOZhwciNcDawCAuCCVgsg8GYMG9wRUFxJfDJ//57fMmf+CpkkClQqTKt19SEvnmbwmG2lTgtjVePjDO4Ua6EaARyS14VZJmCGRCGZc7nH9jFnzvQ7n5pBpOc3U98nmGZ48/sRqDirlpArPy7Kqo3yChu32R8bMhMhOO3bPDsZx9lVOXMfWA8yOl8YLboMEbwvmTPNCoM2AYFn0Ezl4yo18MYlLAbifwhhCXh3kYwhGaoeS/44JEgkfgbqFtP7ixtZ9EmY3A2koeNPofMGcCwPSqZTlqa/ZJ2o4Bz02UphrSISmuk1WzLVZOr/r3ed1fvg6F7mgCa1M2+kP2fqbYGNE+Cffb9Dy4nrZhWKEEHNF3p5gpM0mQa4sBQWPUCxIGbxGtZFRRzQMpssPFfH5RvULg4URrlskStiF7fJYWuen5MGiVWLH5nJKmxci14STF8E3/8yjUlwuIqAXo1Dl53K9fokXpllQ1IdDCZEEnGgGnRzKKVNFVpPdmxEVJazGCAzazWzPGBZm9KMakIuwvC5zqtMH3HFtnmgC53Wg05BEznkczAroFJQcgcbpzjjo5o7QzbRcl5aRUIeVFAIwLTuRYQhV4t1XYBmdWUFHQ0fdzfHZvo/UVOiFbn1vRnmzkyp5lExjkt5SACWYaJmh1kmoIsEZymzCKpPeHSXCX7S4ffqenO7ChB2UevnKCgaFTGOkZgxwPMuOzF30xpCIuW7r5L1O2CkoJ5W1OebclvOaKZOz2nyS7DTZErI8FDFzWRAlBGjpGxsGjVM1dmbIyPU0+AeU323KPqkZlFz9ai05BJCOAtTArMpFjKFGRWOTzzrldCVlK3tmfVFRJS7SGCjyAsKDAsc7KqpKorKl/SOouzOZvZBjM/RSRQo+/TZhlmEWAbuDDnxF130VaCnXX67OvYBgqnWVV1gEmOEYcdl4T9RvkftXpWTWFx1mIrR55nFLlKKBTW0gXh4HNXlBB7aQYIYa9meu9ZhrfegWk8dmu0fP4mPg+jobflvKz3bo4P2bhlg2qQMbxlk5tOjDh+ZISzsJ1ZMmeZLroIPgKdF7zAgVdPWeq3EpZKwDaCL/FBPxOwKDlbvODxmGBi2Afl4CA0ucNazzBkBIuG17Cxu1tCBEs2EnuL3DIe5ExGBYuNgi6pVNf6Dq9eNElY0eFiGc5+WLsazPShch1XfPf0ADRL9+MXsv8z09aA5gm2+X7N5z98Vnkhq2Ea32kWRxp4TIZY2wMWI0FXfFGMT5LIXlIJ9qIeg06Ua4DpibNmkPdgKYWXaBKYSUTfsCTvJh5NAjTJbyurHbyPPB1u/6kvraxwjLM6eafqtgnw9IDOAAHTyBKYNF4zXtDnpC7slMESD97HxFEehRhoM7gyhSoHo5V/OTaErYo8MzQfP0fdzbH3XaJ+6CKzvGH79C20k5LypGqvhN25XsPCE6YdoWmx2wMEg6s28V3KZMpgVGIXnpA8CF0M/yUCYeSVMMyROhDqhoEbsN81VKZQ70ZudcIXlMg87RTYRdBmcqcdMXplKFRh2CTAmkBE0mnJbK8+7O/fISDqnbk81wk21qqyCZwOS838ipwjM1p6iqTtoHDUnz1Pd2mX6tgGO5fOInXD8NQdy2w5a3q+lnIsHLZzeMAHr0TfGLIxRQ7jUhVvrdVQ2zAjG5W44MlPncJsVsjuArx6XGg8jCymDcqdQZTTdKAAhtys8J2i5zGmuxMnXGNUGNKIRYySlKUTTIY+szKjyAqGfsiu32UzU5VpF+uMSIDcZHSho6yjuFthOfqS5+KHsdP4oCn7pT5/ve5cQ5S1x+QWO3DIrMPs1vjxgnyYYUtLWWYUeaaJYiEwyTLOXjjQVO1po/pCw4xLn/4cm9vHmR7sMSqH2CrXfhIzv1I9qr4fxndkNkqqu7Y5dtOYLrfcfMsmRzdKskgazpzDWsgzS+EtwyrHB6HzQt10+Fj+Q+LkLskrnGQiBCUFC3iR2L4EOnC5o0P7hG8CWemUcBzBd+cDXRcQSZlOyssqc61hFoDMGsrCMagyqlHJfJTrs562y4SFQ56pAPZwyPZQGOl64xcsQ91XA5unyTy/9tA8vK0BzRNsB1fm0bOydI33IEACNAZMt5woOlGxqjQgp+0TGThVRIYlSd8BNoaCkyhWqgRtWAIJATArHVZdyn2L1nG8d92mzXus0l/Myod25ffkxUnKxq3eN1Z09Z42TINvcvkk4JU8OiHyIhz0SZmrnqUgMCrBe0zbIUWmIGraEMY5ToBbJurJeGAHObfPpYtnaP2CfDBk4QZU/6XDvOIWwv4CfzAHD7Yq8FdmTGc7bJw6icPSBFHhu0SCHGbIpXg9XazqnCqdO7t0vTtHmM8JCJnNGGVjSquhjriFht2mDXJQx7IARonQbkm4NDam0Gau5ysYq2TdpGMjPkTFWEPYnREMyKxGdufqNLOGgMFYh8kz1S4Z5Jgg2Kro60uFulH9lgtTLj5wLxv5hLKDamODjdtOYbMcZkpIVvC5Mgm4ZXjTGyGErq9NZTcGmBNjZN5ic4vdHqqYXKsg1t2+pUJ6s06PV/slEG8DEoXteqJqK72uijiD1raIHsu4IBBnDnMqUjvroteh01W+LQrKtqSUko1iQ71kxqqXASicCgtK0ym4Oj6C4wPyLIkkGe03iYS+IZhOlDvjfV/ZXBxwcUbILIsqIx8VWqlaAtY49Y6IcOVzV5DS0Z0/wIRA95HzzM9dYuP2u3De48ZjbR9t1y9IlJemCyXJrYYhgezZWxy/c5tqs6LcHnDT9qBflWTWgAQWjSgOsIY8MwzKjKYLLNqcZtbik5cmjl/aZRO/TeJngvFWxx7Tr1f6UF/wgZAZutZjTIGIas94r+Bp3uqzHpROI+Eu8gsx5M4yqjLKMiMrM9oyhp9TZmhaZa0+iwTyYOnFTZa8yGmfhwM68Xff+RgiXNvT0daA5gm2zeMj/SUVvevRQfwlrvQlemPUlawDgxiWWgkSgUzytMRBOnFo1GNjVLp81aNDBBUJxicPUcpoMivu29XQkdADqkOXLcRMowRsojZOUk1NYCgBKAd0CbQsj528Qb0YFtKTTfECTlfTyr9gOdhEkGarjLAQzIkR4cqc7mCKOMjHBbJTayHFo0PcnUcozlzm/r2HODW4iXw8YefcWU76gnDvLrN7zpIFg39wB7sxpL60w159hWGbK9mx9bhNrd3Ug6mo8yORdyNN1yviGmv7LJAQV5ESPHlWYEdDKDLEC9Yrj4TGIwuvpOBOJ06IXg+RWOvLKlHb2ZhlbnrgmFRdTSygacYV4cFLPRdBZQIC3gTyssJ3LcYqyVOcxRQZPnSY/Y66W1BtbNB85izOZchmyeJgnyPPvgN7bKgTWOYiITe2peS9c6av5ROipg0BSldiTo4xURHYFhkMY7HPmY/zkSB79eFQagLwUanZlJlOmEF6vlNqEipYaaI3MAItXeIrbyoBZUusA9X2/CxbZpSLghFDXKk8K+dUaC63BS7LIlCca7hlUmiWXBG9XoVTwe55G3V0CuTiPPZTLatgI99FGo85NyUUjlnuYNLhrKEYF1SDnMs7C5rdhXobY4aeP7vL8dO30/qWqhxqeny68aTNk7ojYMpMFxQ3TThy982cPDGG3HHy6FA5LF5BsY8Zkj5oJlKIPJnMCWXuGJaOWZXRLTpMzDyS+GxDEH2uIXpYRZCUHRCJweKF4G1f8NS2AZ/r9S4az8FBjbSBbJjRtAFnDdsbFc4aqiJVQidKFVjK0qkgZeE0Hb9bHQfTAGWW0g6pbayGnRK4OZShuTK2pGF55e/FtGW0+dQGNGmM/kL2f6baGtA8wVYM8tjBjA6mrHpVlkBCGq8DQUrb7l3HRt3rwWgIqvFxYkX3LWzPSxHnDteLgpVOe5UbVTjcEyJoWqZXQx9mWunkAj2oWIagDh9bEs8nTST9aor+2HL1qkniIBOBUF9JWwziY1pwGoxyq8+x0ua6uHSFeTdn1LS4qkCaDiuCvWMTc/MG5a3HMQ9ZBqMJtqgYjDawkxLZr1k8cJFyNIJ5w+xgF7wwMDlnLt7L6bojH5aarh3mmEmuYY3Gr0y8ARZavdoKUYHYRW2aDJfndE1HXhSYMtfVcxJGrLsYPozhkEUHdbscp9PzrCNXIwRVLiYi3bhyNCYSyjOwWwPs7oDm0i5ZlmmPDoLLLbt7FykpCIWlyhzm6IhwUDPf2aEsBphjBftnzuIWNceeezvTbqaT6DhmkBmjZNzYcAxZ/+6NtciiVQKoQBu0Mni1tYU7pZOqGWSYjUo9TfMYxoseGRUBjETUzPV1xcQHbBegoudW0UXQ0kYvJHFF7uir0Ktmk0NyeqCFaKkEWpUEwDlwGbYsGLbgqgLyDFk0VNaS49XTFhW+w+4Cm2oW5Q4qhy0ywrzFLFQqQDk0Xptz7WMXiH0y1ioyD+zRCswKiwxzRifGcHTAlYf2sZH7Zm7fpvmVj0FmKSajCGDdUik8tY1EnBfVBjKDDOssoxef4K5nH2U4yMBqOElQYKJOWSXidlE3KgEb55RXMygcw0FOPW81rJS6egwh9wVJU19fCXmJtfg8YDtL6Lw+oy4QvNB1gd1Zy/zSDGsNbZ3R7Tfk4xyXWTJn1EODJ4hmQTnnKLLo/SwzJWHPUyamWY5P6V/hsOBeCo9qZ1kddLjGrvoo+HDtNk8xW4ecHt7WgOZJsGKjoG5jmmmreiYGYsw3gprGa7aTEAsgRk9LCOpej4MIBl0dG5Y6NklIr/HLVeoqQU5YkikPmdAzVQ+5YeJHK6u/Q+BFIA0kkjp8HFyki3yGlN2SyiokcJNCa2lAFlkeO64ak8Jsn14+KnR/a6ByS45OmcHlBbP5AZ2vaXD4zz9ItbFBMSiRzGBOjsmOjzlRHqOxgVEtZCfG2JNj/AO7lMWAK/fdx4adsNfssuk2sMZQmkKf66IjHDTqUcksHLTIvNMyCCJI3RFmtRJxrYHaLgs3jgvsoMBOFxr+Slo46VE2ysHpw4h1i8ybuNjUCRofNOQ1KfSZHLSEtlWSthcttilaY8pgYVRgN4fk0wXdfIEzMYNu1mJGBXkxYn5wgKsK8j1Hc885pIBubLH3LLh8+T5OP/dLsDdvsnEwwGS5eoJqbZ8qeJchrZaY6IX0AKlbOlFlZUFoQos7tQkbpYa2jla6gp93UXTPwcIr6T0JMkIUadPQDW0g5FpaoAfqFlhE8NNGInKU2idEcASafdbEY3tPn0K+jNXoR1UeK1dn2FwztQSwqX+G2K+6QLgww4wLQulUDDAIsltrllNmYD9WP48lLyR3mGmtz21Y6WS86ODsAd2xAezV7B40NO0mzeU5xfERoe6wpybYjRF2Uum1xPAixvQE/b6fpIVAlZNNCkKec8dX3MbpYyMaEap8VblXwYs1QmaUr9KKtmVN047Y2Fkmw5xZXRAWWoZgFTuk/tqfOwl6GqOcp84SjL6jEMDnBpGc6bShuTQlnJsiVUa76PDzjvyWDfJSgUuROx3egiHPHM5oSMw4XcyYMnppSAsls5yV4zijHso0TGn5mMfqitg+NWa8PXhsO63tKWVrQPMk2PjYiGav0UEOuwQY0WuRatUAS+QQoicgAgCBuNIwS+9NWukbUbE8n7Rf6MGJQKzafZXHxl61TT9SyXKznlujE0EPXiIpUHrEEw/QqxTHA9SdnsRGN4+l189RLR0FLSJGOQFNpyvYdFwfYJBr9oagNXQGSv416CrZ+0BWlfi9mvP7Zzk1Po2dDAmzBnMeLQHgBTKDmyvRFITu3ivI/pw8Kxi6Efv1Pm1oqU2NxbJRTDQFeX+xdFoFgf1GK2h36m2j7jQtXEQnL2dh24Az2GGBTAbY3XmfagwowIiCfUqAbQGDHCz0XZRaooCFSum7U5uQGcLFKebmDeykwt9zWc8LBO+x1sCk0nDXkREcLGgWC2znVXZfhO3n3I60NXan5PI997F1/CTGOopBRdMsqCi5+cUvxp3ewAwy3KlN9bxcnqv0fO2jRzAsOU/JixgzWdrQIUFr+1gs5vRYictHBsqbqdvemyiZYIJfCkgmMB7BR1i0WKdChrKz6HWcBFFyr4mePEPPu5K60/ILVonXSgSOodyU7p+kEWJ7N6WWPTCFi2FDo1lkiMoneFEPobOq/HtuipQKgLp5CxdmCrD3WgV+XgjTRjvBtFEhwi3NIsMaJa2fHGMkaKjt3JTFxTlMCuzJUQ/g/S1bSixOHpkIHnqHaMp6jN+ZYY4VKF5wjC+54whl4SiJYZcEglCvg800oyqEgI9k+5AWFLEDF5llc1zSzVpC5wltBAarACL1Z2Gpk2XjFz5dn+Cdoas6ullL9/ldwoUDuo0Sc3mByR3NMGc+KTkoc8qiQwtZumUqdrwPYw2hdErCjuRvurDMrExZWSLLd54SERLPyqyOWytj4lX26m/50kPnf+raygrxce//zLQ1oHkSbPvkhMv37Wi2iu8Ox73jKkeC6MprdRUZY9RGWIrmpQ66spolaK/suQNEoNAtV6JXe1/i3isxaN2ul/5Pqy+DEgLj2HGo8SeejlkOJFqvZ2W1trJ5Cg/oylpd8HRx5d2nQKPx+LrDbA8xw1wnlEkJg+jhEJ2PGGXYEyNGp0/g92ds2DHlcBw1ffTZhjP7+AevIFVGqD3N5V2V3o/aLmHRMsgGHNR7ZGQ00uKMY6fZYVIaqiuZrtRzi9nTSVXDGeohYVYrYTRTsTiKZU0gyljIcKfCDEutL2QMxqkHgNZHTodK88uiwR3fQDJDuHRAdvM27vbtKP9fU9yypdlABy20gfbT5/p0c4zBVRngsNYSJhXZfkU7m2GbnOz2o7hjA6QtsXnB9uBZzO8/z+TYcXCWyhS4UYU7OgGXYTaGKvo3yKC0yIMHMNXwWs+fEaL3UBSolhnOOab1jEBgo9jQ4oLOwXYZtVoi7yISqaXxy1IGUX+m141ptb2buiPsLfownkogeM162o/XYg3Bx9pb6v6kD3cGT4jgWWsdLWcx41xPsDYxxdtUmXptrFFOUxOwgxyptC3Kfo29oFo/MmvhoNXjzTtwVustRQ2dsLvQyuQmgqmNEk6OYJSTVQ4/yPAHDXLQqPzUlRp7rCKbFLg7twh/cFnBkl9O1AQl4vYepwTSKkdRZBx71a0c2yip4wIkBFHplhXcoST0Di+C90F5NLLk1YDBWRgWjvlGSVt3hAQMjSCpKoBZeZ5pHEghquRVC4C1tEVD2F3AmX383oLwuV1M67E3TzD7NfPLU4pRwUHeqkcGcNaSZ1Y9VJ1yrqyzyKiAUscCWXQwbzGpIGoau9L41g+2K2NuCnc+wlx+y/OOP/yXTyFbh5we3taA5kmwE7dv8dkPPahpym5l8oco+JUmCAOxroxiAV1ViJdeObd38cbQhZgIamA5KaTfBR18rGp59r3bLH9VnQ7oo08rK8Flh09AaeW46fdVgnCqlxS1UhCiJ8P0mxA9SVjTS9xr3qpqYYTOI3sL7LEhdrtSMDPIMNuVAqVIjqXKAYOZFFQvOE1z7gp+dxYnIa8VsScV4fwMu1ExeWjMZS6zTUG9P6WwKrAnRvkUglDYAjEqz3auuUg+zcnEkYXI5RCdHAyi4ZZ5R3cwV40c7PK+0qDuULG7SQWZkkdt1H6h0dBIM5uTlyXdvRe1SvfNm0jTkW2NsKcmmM1Sj7s5wJYuiiRa7FaFu+0o3ace0lRwEcKixVmLOIMdlmSbY+bzfYq6w91+FBYdNjNwyyaDvQGuLAid4LqAG5aaidR6zCKmkCO47QG+ypD9RvkhC5ZZXcnixGpGFUVeMZN9WlqqwUg9HFFhVqbqwaD2kUfjCYtIhk7PLHka56rbI8biDxaEXX2PdlCoR2/eYk8OYc8h01rDkE2Haf2SP0YCAMS2I9oW0yRsIrk1EdkjPkjeNOssklmkCMt6YBiYe8J+Dbt1rwAsqS1PW31WzqhXy6q3jtojhcO1XsUDC0cYZORHhzDICZ+5AiHQXppRblUEo+FEMovpllyhfkJeXaEEgdzhxgWLyvHSZx+jDSqiGFZmq9SVRUQVeH2IGe8KZNooA7DKqcmsUS7NuORg0R1aTC3fPYezNNM1drG/RmmGYEEuzfEXp5rdd+5AM+yOD7W210HLfG+uROnS4RyRQ1MQRFTPJy3yKqfSCKnie5RLMI1RbtpqaHwVzBDHIJtWhFzfDEz3a8pR8TAbrO3pYGtA8yRYU2tmiWRGa9CsDkrJbQw9yc5IBD5RYIpFt/RoRG6FyZVHYmKIRyeEFbSROCi9Z2VltZLcqJZY68kuXc2ysm+aDFYJvavWZwto3RhZ9er09whLCXwi5wGQqOIai00qPwBM3WKODHGnN/U+K4c5UmEChHmcaCuD7Cz0kjZKzEbJxlc+n/kH7tFMokwnEQVGA+iE/MiEo5fBDSpC1xFmrfIyjHDQHZCZjNwWeFFgtZFNcFlB09bYucXWHT7qvYg1sGih8XR1rTWXRHBljhmU+hjjRNdnIa14AKTxysFZ1ATfEoKBMiN/3gmkcJhGcCfGypuZtRqWqTQ7Sg5anSDKHDsuccc3oMoU9KXXXGaYELBbQ8qdIZf3L3GzF8K81fIOXcAMcvKtseqdRC6OTFtk0WByi9sv4eiQbLvCDDLag0bDJ0nkMa1yfSyI6AVbZOQbI7L9HcQvkCrDHnQqqrdfa1mDlBnTdMjUL2tp9QVV9buwaBEJyP6Cxe4eubcKqCZDDesZgTKWaDiIhQu7uBjwsbEm0B8F4YwPGo5yVsX1MlV8Ttw0Y1xPxE6lE4wzmCJ2jICmfZcOM+3UW+eiDlDkrcnuQm+j1n5gUlmLwmq/nnVQtph5ThhoMc5yo8S/4BhyaU4376jv3cEeH2oywCiHnXrZp/rleOqv0fM0KrA+4G7f4vhWReeFPFOxujTOpPRuEaFuffTcaAhLgnpmjIlFOqMejQC5tQyGOfUwp91vtMo4cti7a8xhkBAkkq8FJGCk0fDs5YVyi/ZqwpUZ7sSG3kOtqtt+4VnMGowr8V5ovV5X0wTYWRCMVR2a7ap/P0k8USuytzrGJk9fiKrjqwuxVUvepfTdyhg536/hpsl1dnpq2cPd2mPZ/5lqa0DzBFvwgY//zv0oB0XjuhIzMjAouTFIcqbo2BO8xvNNwHT0ujNEYh5VDF0kT81KpgNwVQtd8Y6semYgDuyxpIFZGScTEApxdZlWskE0Vp1FcJJcy1msIL56DUEOiwE6E9PHV86ftEY6D5kWl2Rc6mS+WarYXpVrIchpu8xqmS0wPmasdEHrM21WDL70NsKsQcQQLk1xx1XOXxYd2YkJcnlGdmITaTu6C3vqBWgDpS1wNsMYyKkos5LJcItQqAps1zTkRan6IslDFISwaGh8g7ElzitISJlXvWz8wkPrCU2HzQdo1XNBFg3t/px8Y8DFz3+ek3/ibuzJiYZwxqXWRWq88pByC7NGJ8Oks1LratlOKg1jJOB0bIBYo46zzlOePkb98TORSIyCFhvTriOwtSLIvMUfzBRb5pmqCd+2ST7QEJo/UhH2hvoe5r5/x/EXvVYDdlyxOdqi3qsJXasVxJ2B3VrDM2mXJqiychs9kAmYh/iMW73XxZU95rN9snJCQNu5rQrMxgAw2O0B4cocmTVIG0N/EWD315gycppYe8t02DyPE0FQj1sU/JMs1l3qNMxIJBtLzMCSNsZaaq/XXzr11uUu6ufYSOaOJOTaa9hukGvRVGOwaZGx8IQikFc5bjMjDAvM+SmdD4gPuCMD5MqCsN9ojLX1K8/cLBcqwxyzWZEZy+Tu04q9RPQ4K7jnkGPYS/TQqDJw23kQ1aJRrrHQdIEuhJhK7ShHJd28W3pAVjtzSoeM44t40euNiwa6oLWf9muMi54jA4xy1eqJ7do3ntAFfBtovZB7FdybXZ5iD1rouuUCaDXMbQ2mjRlgdacJGEHARMCdxr50yWmcS9d+9YLNwOLg6VGcch1zenhbA5on2C6d3Wcxa+MgHYscIn0acopb90JUGEyGuv6dvRY9R40FHbRjL0yk4jjB99ulTpo6r2GlE9NzXMQYjJG+RltKMzeO6GZXj4MxBiki8ulkeayADuDRnd2TGNOqVtFO9ESZnqdjIKbYioZTFoK7eROzFcNLQx2oZLdZ6vgEUY0O0dUvs5jmvFlixqUq/O4sNFyzUSJX5rp6nVURcOSYYYGbNZpkVgi2zcjF07Udhc1w4yj8hiEUbbwfUeDVeBVMC0LnG3zweDzOWyjznuPTl1KYN5En5GF/0Yc3uisHmIEjXJ4yvO0k5vYNTW0e5lqGwKITq1UytqlD1PygD+uZ1iNVjsFq3amtUlOsjdF3umhxG0M2hkfo6pbMZbEadrd8d22n/IkLB0x3L2MHFcPNLbp7LuG+/FTMnoJ8VNJMSvW22DaSMGM78iBtF8m3Fjus2Gy3aGcLiktT1WXxQcmxIjHkFrlDrT8MhrvQC7jJ/pwwr8lNRhs68sZAptubXCuUmyMD7LjC78yitwjlUqQwUi9+2OEXDSJBxQ4FrATl/iTujIhKQMWq7uLQulypH4WoNNw0BGeUP7Uw2EkVSfkBM8qhsMherQDdGeyJkXoiO8GcHMFmhYlFY0Mkx1ungnjFLRPstCXLVQn64KCBnQXmoFVwnIBAqp80KrDHBmSbJR2W227eYFa35JlTjwupyUjUnkkYT2ha33fTptPMJycp/gxdEOom4JyhyCzDUU49zenmrYobJou8niX5Fg0nt2GpGRQ0m82IEAqtgm5Pb2FPb2CPVJgqJ8xaQuvpZi2NM7Slw5aO2aLj4DNX8CLqrUqyDVEccXkd6JhY5ppB2ET3cpKRWQU06bqvlrdI2wEHO3PW9vS2NaB5gi1LVbVjxgUmKb0aDbskz0jT9TLq4mMpg1QuIRGBU9/1KdV5ZYXRb2OWYCWp1lpVTU1m+pVUXBlnVpGMi/slN20elzVJmdjRZ44AS15N4PCkFIFN7zlKQCvdgw/KKYkTvZmUqrVSKVcmFeoUI0q4jGm9hxSP40SPdZjaq+dgrMJo9qaxCrEtup4gLEeqvgAjAmwMMHWHeI/NCmwXsFmGtRazNdRMky5gS82qCrMG5rXWAmo8Png60QG6lprSaFFJfCAYsNjIGYkq0HNPSPF+A6FpccOc6eULHPlTr9RrzzPlBiQBP9AB2+jKM3n4sBq+UjCDcnhS2EZ0Mc/2QDNtZh2Tm05g6k69PplD2gYO6hjSVG/PYmeHvfkOg3qAzRxVrkKCzW6Nc9G1n1Zyzqj3LoFar+9ZWiXQGmMoBkP8vEb2Fvj7dtTTVro++0QWXiuSp9IXKPgwbSAtpw2GzGq9q7BCgjVGQ66mC5jSYTcr/OUiyhaIhiqN1jbCB/UGNJ6ma0BClDwSssYhFlyWY3zk9QDBabVnzUbzyqPpAZwg+wsYFfiDmhBarRrdePWsjXOocuwoavdMCtxGSWgCUjqyY0PMQPV7ggcbPUrBB/VUiKHaHuIySwF0zxHmuwvCAwcxJdzE8BWqCnxyjDs2oLSW9uYJJ7crFm3QEiACzqqIno8LJkG1YFofaFKIWqDpAmWWik+aPirtI/ndWUORO0ZbFb7uVAAwZTSupm2D9tN5t+T9tT6KZRrICkzXwWaFPTUhv3OLclISdud0kwqxhtB62stzZgKjKuPKg5dp7tvFF5ZwaYE9OVoWqLQR4GHotaEyq2PXXBATMPY6wniyHD7hqt+jHVycXfvhU9Cu8pU9rv2fqbYGNE+wbSWl4NTquoAUUVMhhZCiEmySvDc+LGPCoBNJmlBCClvFiSyCI2NUEVa9K7G3JhCTvDX9JGmu/T2SF42XfnWrhXn88hq6ONmsum0TMFoJN/XgJmWUJDCTJmoRTdHeX2C3o/qpM7hTk55MbHKdMMXqAM5CwZCRBM5EeRApKytp+KRMliAKhOKK0Yxy8ps3VUumDdiNSms4LaIXJLO4zmKqArs1xBQWvK74ZN5B5wlePRwGer0Vh6ORttcTkqYDo6q2Ydbo9s4ihUMOFpgio50vMKOS7sIe45fdgTkx0seYAGsIyxpe8ValUe9QKCy2UDVYJqVmGO0sdPvGI3sNDBxmZHE3b+Af3CfbGCFil2UxFh1BJPKwDOHyAc1ihgnCfrdHe75l8PznKZ1ld04xruhm6ik47KpXb4bELCURkEUN84asyLCD6GU5e4A9OsJ0mbZrZ5T3MmtiEzJLQBRJ0waQzJFVJUECSFCV4SLX8GThkDboIxtluCMjurqDWa3niM1SJEDbEuoGHzoC6hHxvqMzmm02FKOqyT4CLGeU323j4iN3y7CVseqFaz3dfK6Vph+8Apsj3KjAjAutwl047PERVKq14zJLdnykYazYb0wTsIVTaf3IRxPUa2OtIR/mbBwb0D3vOM1eo97GUmUMqAzZqTH5s7YphwUmBI5/6Wkya7WMQheUII56Y7wP+KAhqLoLPahJXuK2C+Quw4sSga3VLKfcqfhe03mGZa7VubcqukVLmEUQk0J0iXPXrHCjkhd5kKlnxRps6zBHhnB6gtuqyIY5+a0bUDommWNv3rLzucuYzHJ51nHwqYuEg4Yut5giCuwlsc5VN3Tq94iKJhIJ50mjKI1ViTMjK2PZKqCJjadetNeM509FW0ecHt7WgOYJNmO0YGKAOBB2fceXIKpnMY2uTReFWpxbDg4JNKSwUlp59h4Y6X83WSLmxpMHVQ8VEhhhWaU3mUjkxdDvZ/r9V0Ic/T6y3C+Bm+SJSfskz83K5uRu2XOMhekCu1VhNgpk0eKOjZWv4EXJ0yKxKrNKvWu4xa5kcS1dxSYzyoGwKMCJei9JK8ZYVDhto9KVOCYW5Fx6uEzmMLnBTCpdXWcGQgQ0dVRnzrQWkixiVW10NZuT9SEQMa2ujoNm6pgISoyzMCgRH6jnU0aTAW3XMXnOKX2nRPE0LwoiWw2VSKcZWzJvI6E6AxfgSKX31AVMFjOIQCeTpkOcxW6U+CrXST6RM0NKiw6EpsVkGWFWA4acHEFYtHPskRHSBWztaV2jrv6VrDRjgnrsnAJhSenbi1ZBXZFhixwxTvknQSKHpMOg6cwyVY+DZJqhRN1hNiPpN7Oq6xMCtkPrR0VvFaMCyTREY8Sop2KzxC1G+HbFK+fjyw/QhJaoYEMnHb4nAhvyzuFQb5cFvQ4BsdpvTanPxWROib3WEOYNdTOnIGe2OGDkHC4CRJtncPum8qkEGKIp9THMbHP1eGVVptXVM9Vi6tJzCkJXd3SlYzgqqW8a0x4fwYWZkuS9as5ULzzB+KYxmYF5bjl+ekLTBgZlhveCsxITA5UL03nVnakb35NtE8gJAbq4T+40VbrIrHbr1vfZUoPSETYrFrOGReO1rXaRk5XS7lNblQQAjVZLz52SrBsPRwYqR+AMMszJxiUnjgzYGBeMdhY0rWf6++dYBFGdHx+QC1Ps8WEMK8YFnoTokmTpmQ6qEixO+5PxQcefq2NOQj+m9uNs/7Vhf+2hedrbGtA8CVZWGR3S110CopppzLwQwYzKyFeIYZ4u9Jk/S7E66XkwJhFqV1ujTbyU9PFy8kLQicdrJsNSsTZOSAlAwTINfNX6AWQFMJkIhlbBjKyMCunX5FFi6QViY4A9OdRaSSfHqjMTr9GkMERlwVudKH2sZiwx3JE8QKlwJLF6tTNLBds4wCbFYlM6XVVmFiuCX5F0NyKYoRaPVL0TF8m4XVRrjoq7VYbsg0HDdCndG4NmCIF6PSTAvFFvV0ordaKcDhEW0wOGz79VtVQaj82cph0nTkDjY6pxIBw0yhXyIQI+i4npz2a7gqzUEFvd6fV6wVycad2lfjUqGgKIad89n2m6ABFyW+hqHc/IjjCTQomvpcXMW820i0Cjb4OpQGPuMHkOUvfKvamdmFGJ3RyoZkgkIofdBeHydAWYW1i0BO8xoxJTZNhh2Rc/xAdsDCkYa7BbMcNlmEXAatQrslnhWuU46UtVcrEBnIkZdWJxAnOmOBwGy8zPGRtLJ55MhM50ZFJQWIvvOoxdYJL6swF8oNudEix0s4Wm4x+b9BW3TZlCyvRZhr7x2OhdNVGAMcszstziYmkFE//1TYdvPfN5SzEpGW1W7J0YIhdH2MISpi35i0+w8dyjjJzKARw9MmAyzKOGzEr0V4S204wmH3kz87rTbhRBTurSnQ9aWcRZsswwLDOsUe2XrhMyZ8gzy7DK2Dw6wjee9uJc+1oTx7E2RHHBGF4PAuMSRsWyWvyk1Irkl+d0nacbF7jC0Xih7YRTJ8dMu4Dfb1h84kJcOxnMsIgePBPDnnEMcGhfTYNf8khXTsNOMZTYW782k+V4taqZFce/pw0peG0Pa2tA8yTY5pEhB2f2SGq7prNggoZSMOqmbnT1jImD+NXaMckTEvGOatWseEjSAJr0NRLuSLocGifRf2OIB+hXqRLdtSuaY3paPVzcJoGeuIFnxfUbvzPxHEsqhI4PXUAIURgN7NEBJnfYQY4po1ia6y9Ij29NzxUwnUNKwOoEJYkzkqdJNnl1ltcn1sKiidlWsVI1GoaQWaOeg57EpIJ3WtxPKyRTOMLlxVJK3xD5Tw7nPR3QRRSotacC0GgmTfCY1qsXRZaZaFK3DAZjLl05x8aXPWdZFR0wjfQhF7woqFl0yLwlLFpd/dYdJgizsxcYVEPy7Kgqz4ZY8TiJFQqEC9M+ZZmmi5500Ym56RQIFBlGSvLawDxgnGM0mmgY0HuMaJYZmYb+TOmgcUsyLajHqFAPltZhioi6LFQ7ZlJqm8vUUyh1R7c3Izj1StlgqGdTrMuwByXumJYisCL4uoE6tvcYRjVVrmnqW4Pek2mMxY5yZKELA0G0rQSBtqNwYzIH7WJB8J5JMSHLC2Z+ge8CdWhoQgNhDsEyMmMaEdqupTQ53dBRjsYxK6vlYLrDcDjhsj/HiRO3aUZdHr1IVa7bYZaehNzh523ftvLcYjJDnluyWEDUWKe34z2hDprCPcgpc0u2PSCcHpM1gXDTmK3nHGXzyIAsU47eeFQQgpDnBi/KeQmA9xpaCl7wItRtoOmCKktjeg+NMbpfF7QS9kaeU1ROw1YidBaKzGrGU+4YDXPqIyN29ht916ke2cxrewnEQcD2oU0x0TOaGeSgIXzuCvamMfUgYzos6JqOrvPkmeE5N2/QNJ5zl+f4WQfTBlPapeaMM2DccuxzBiJXxgSQTMDmfYh1WQT3Kkvh9gRq+s+hnj49Qk6keO8Xsv8z1NaA5kmwze0BDzirpNI2pmT7AHEBkAZqMruUw7crVXWvAhlJG0YicNHl1sr3Mcbcd+KkF+PiOVIcP4ZMev2YVX4MKMAIep5DQWahD5mZGCVTF2/8Okqg98XhEmkwd0rUnRSqr0H0psByUErkwXSeRILNrU7oJgM6xSGO5f6y/JE6grjSwV5YxvJzixiVzQ97NawCxjRQptvMlcgti1iZOXmN0irbWlxwdHTUoSZvi7i/KIhMr6zpMFl0rXeaam2cY4MhDCJxuU8xjs/OxWV98qq0keuwaDDG4i/ssT+9SHHiFAhkTYjpyug1ZgZpAmFnEV3/kY9zsMAMSg2bZMoLMbnDFVksehhwbYc9uqHvvgnLUhTOqtJ16ZFF5C6l1G+nVZApnOrZeNV3cVWO3Rr2mXJUDjNXwBt8oJlNyfOSRdtw0OxR2kpBzaTspQkApHBaBiLXcgOIaMbaOEcuzRVAopwghjn4WHk8a7V95w6RoKn1dUExGGKLDBlkFLsz9q5cwLqMrplTm45JNmFvsU97UDPORpAVtE2HayG0HV3XUIeGYSfkZUV2elvvsYsp4ItWvZ5lhjjUezZtlmnesRp7Nsj7iEeWZRQ5MZU6o513tHXHYtpiJwU2t2Qnx9grC8YvOsnRm0bkRo9TZo48tiFn1fOCs8qT6QI+hpfazjOvPa0PuFRBe3XxIsq36YyOC2XmIvUup/Oavp3w2ah0zEc5s1FBY2e9N5G6jcVbtf1K7BIm6k9JriEzLszo7rmM268hs8zKjLbKqQ8aisLhjOHk0QHntyvMgw4J2Qrn0PQh4VRVXb20qf3bftg0uV1GuiMBm8Zzzdi6shBKNj+oeTpYf/lfwP7PVFsDmifBjpwYqachSKxNFNVmc7fUlkgT6QoAkTj56SgSEUuQqMir7tLkQennZsOhlYYxUfdGwjK7irhN9PQsW3Ss9xJXUpIARfLuyErXWfW+xN+NsZEvEXoXrngVzDJlBHEG7JGBrlyzuIK1LD1MDgVoiYBsUeJpJmBDTBsG6LAuaoAkwJQypxqdRMidemlMjO1n6GC3aDSd2iVvRuTQGGKKbyQVRa2XdHxDTLONz9hZBwECgTa05N5pGAZZrvxSOC7VtcktUjeUNx3TV157JJdl5ljmIItk70SwDPEhByHMZjQXdxmNh+yeOcvmzpZmdm0NYgZXnKQaVVzu1VoTd6aLhRZFwZrJVEPFjisygTCvcUdHumBNIYSAttUEEqsseiCkn2Css/jCKam6aRExmHLF+5YinJ0CW1fltActTbPgoJvR0bKgJj/IyfcGBGcJdaf7dUp4ZlhqWGbaYG7f0nDcbr3MngsoqIpNVjKrYCLyOULjyaYZ9qYYomtUj2ZrWODmgVBbKmfYr/dp2jnHNo5TuYqGhqw23H/p82zbCbVvGI03eXD2IHecfK4W66y9gq02ErM9mMpD4TTder9GZh1mVOCdwWeOLm8jHjQ4K2SZwxpoc4vLLU3TMd9daCaUD2RbJaH1bB4bYo3tq1PbPoPR6KMQ7clJa8YHoUuE4Ai2fdBstNSf0zPT5q4hGmsNZa4Lq6aLGXERgOXOMiwzDjZKmmEO+3XU6QngfeQvoSH1RatjhQXTCjLvCPfv0p3fw184oHSW1llko6QZZJwf5JR5TDsX1DPYmGVZGK1WqTfq0QVaz9HTccDE8Ljkts8+TM5fSQuFfiC7vvmk/7W2p62tAc2TYJ/5r/fq6iJ3se5N9EI0finln1Ye3iw5D0TQsUIINtE1KiQgs+IyTZ0zgaLIlTD9qj96VQR69d8QgcOqu9USvRFhCWaSoJusDAq9uzb+7WVFK0VDZ7JodKDPdJVtb9JsBjDLa0rAAuURpHMdEvdrzbJ6uHVgoisbgTpu30mflSVZ9FoMc00hRSdoCiXvpoKD4sOSd9MDHBRozLveQ5S8M8tnZKIirT77IOEwKBEwEsNiBlJtKxM9GtnJzXif8d0FnTBMHpBCVWz7KtxpDRbT34Mz5MEhroAiJ1ycKcdDULDbesLOAqlXXOaRSyV12+sbhf0FrXRUR7cgt8ofKjQNup/hoqqxEWJ4zynJPV1WrwKtITvKDCMBY+KqObUTZ6LHRzBZhtsYUuyUnJ+fY9rNmGQjmtByrj5HcakgF6HrOpzLtJ9ElWa6KLI47wiXZ4RL01gp2ykQdkYz1CSuzoe58n8WHTazmK1KgXfrMcZi8hxXFUjtmcxKGlryMKDKR2TDEjFCXrccnDlPtTHGTR1dUJXpjXwDuzFQ4DjIsYUj7Ai250FZGBX6oHYaWETNJGdoEsHZ6qLDWYOLWU7OGLLC0c4NvvPMD2rtd2Jwx4ZUsd33XFZj+oWJ9wFnHW2n/Jge0LQBjTz6njNjrwIzZmUYSEUZc2chNq2205eeQlTOGspxyWxS4ncWmP1WvWVtHK/iooxZ14uAShaQ3Zru/l3a2QxTB/jdmspauru2MVslVz53maLMqKos8m6M9ldnYhmXeMHW6hix6qFxMXHAaCV003ZgixjWFbDtsvbYCm/wetbU3cN/+RSydZbTw9sa0DzBtndhytlPXoRBFgceJatKazELrbJMGSe6PIZ/fNdPAokUuQQry8FLDEty8CogwcSsJQU5YmPhy05brjjTk1rxLIWnoCfUicRz9hoTkDRgeq9OPyBEMLUKZtqg2jplpvL0+wvssTFmnEdysNX06owVxWETRdpCutUlmOg/EJ0shwrYzMIjhGX17sJpVkMnUIHZKumzvAL9ZKdgzyowGRS6YndmWbV83vVlGrREgwXxSgzOMxW1Mxpqs8RMsuRpSxwcH8CJArp5068uXTXAblUaznFWAZnou5bWYES9eKxoF/WKtbmj3BjT7u5TjAZ0O/vkudNVsEWXwdMO2ZtHgJYKfqIAp7OaWReExeKARjqKaYWdDDF5RrY1VOBCTFlOAnjOYGymbTJ57XqwEn17kfAaGqsk5zYKERZK7KbR92KswU6GVOMJZX0Fm1sKcjrjCQT2FrsMLneYPMPaQsN2mwMNZ7WaWdPdt0N75QDbCXZjoCEk5zBl9OBlVoHOwmO8piYrADOEWY00rT6fUgtRSu2xZUY1HCJ1R3Z0BFWOzBps1rDx4mexNe2Y3X+e8RXP5cUlbjlyB/7ygXa300cIjdcMt+hR0lBurSG71Hf2G+3rw5yubrELbSuLSJzPnfJEnDO43Cnx9qAhxJpog+0BXdBMpCCCjcSQJKLXecG5QBCroo/RMxcQmlb5NM4qZ673UUSgbRCsMX34SkSw1lEYo6Era/AxnCzx+yK35JsV/uJUD9aFnnNmQEtFmAZpnervzEDOHuDP7Srh+qAmHMwpLs5wN0+QNgffcOneKwyPjzRBoMx6IGhW+S6JcN/z6OINBateTh/Hj5JYb00z4vryMv1CjWvjLka9WE8HU8/Z40clX8i+T3VbA5on2KZXYkp2AiUJfEybKCaXQ4sK6vXfx52TeJRIVPM1Sy9CnDjx0NdMWAkMixednONsJkkvwqCTXgphpWVeCgmk2kopvORl+bewkj4BfemCFHuKXgxpNRsltB12exA1Zja1Pk0yH8BY9egEep0dEWLBuZiG3c/GESykh5NWZTYSVueiK7PoIqfxKqte6eRNJC8aY9SFPSxUI6YooFQSKkRBsdb3jyeRpsl0VSy5w7ROwY/X1aIzdiU8p+nzJndI0OrQEoIqB+fqEbJbIw3FJPAXB1bp3w86MXeyDDdZnfhMVWA6j12U0HR0ixo7q7HTRj1SgFyZabp3iiEkANx0vSKuBGG326MwBbNmxrgtMKMhdnMQya3R87bQdGpiajylW/HuLT12OoFHt37yfM0bQpVjy4yepR4HT5Nb8pObnOhOM+1mhLqmDAVTP8cHz87sCqNyTLAdA1tgxpU+s7pDZg3tzpQrexfZzrc0dXtUQSHarkOGqQwSvKpK11q0MljgYIG/NAUJ2FEV0+NFwXcUKrTbQ+zWgDBv9NGPSywGsYFiOMRPZ1R1RzdfsLt/nqMbJ6Bp9f63qpgirM/H1NEDGCORtDEEW3eExutP7mmdho+ymKmYxdRu6YLWMMuV/+EKhw9BAU3k0vngo6NMvRNtp5DDoPWYkkJw3akysk/jRPzHGhOxtv6buWXIWaK3LXlskjfAx6wpaw3VuGCxNYCHpjrG1F30IkfgO1OAp9mKguzMofUU3nFAg7MuFiJFgS/QXpwxbXwUE4xDXPJ8pTEnAeueJGxWvMuoREZfYjx67yywXSGuwcw7pIYYNz5stm+qa3sa2xrQPMG2fXMsbuZZqlp2ohOuNTr5oyGSVW2VPryROlUIS7XfEGI2SYA4GPTZHo4l7yOS8vpqwymM1QVEdEDoFWAluurR/YWVa4AVB1H0EPVhLnq5fwU+cfI/WGiILTOqSbJRxrBEBD09R0SW1+XTfQhkggnZEmitPgu3HJwkM+pp6TGdHMKEFA4z0iwyujiUj3L14tQ6CZsii2G/6J1KGVQ9r8coCOyCXn/ueg0Y53VFbU0MWVmd+MVEEbAqQ3bnfRjQdKKiYjHLBInvP1UST7ca4nvwEieVmCVSZkhuydqK5uIOXjztwQFut8AMCwyGbmeKGVexnUQA3Ha9t0/1bTrmfkHuMtpWU7epcl3tJu9gF7R+VOuRrNMwWGZIVcUT+KTVwpdKttR2EaYL9WzVBSwyyItlbCO2I0Yl+ekjTPYHzHau4OqAxTENMxadivg54xhMTmCHZfS+GMyspT53mb3mIoNRRnkukJ+2YIvoUZQl4Jo1kWytQELJuUoI921Ugs5idkyuOk52o0KajrBfY4zyUkwnhP0FxnvcoKJsW87NzjH1M7Y3jxOajuzIWEtPFBG9dKITasxmTGrPHDTqsd2skCCENuBz9cB00aNiorZKiIUczVa10j60D6bCk22nvBcbFxjWKGfG2nROVUtuY0hUNWrAx3fVZ0wa5eNk6d3G8FJawSdPgIgqC7edaFctLMVm5NJgNMsssAxtL4ewHrBQZDgfKIoBgxNHtaq8iWkEgxwuzmj3G0zT6bgX36lZGdsOcbMElXCwMRNKBLGZgqA28vqsiRpVUYjU1nFcNCsDxspwE59fH+p+ilpcen5B+z9TbQ1onmArhyvl50NaztJPcL0HJaZMS1L/NbHTWrMEIx4tzpa7JdhIrtfEZQhxQibOLV7DIhLnz573klpxBDM6t0YoEPfrt1lVE+5ZwICxy1VSML3XxzhLe3aH/Lk3qZrrVoGpnAqorSx7eh5OWva5WCIiBIRYnDOFnAy6yk1uZBvr9eRg2rDslKK1pIzTQdkEnVDMOEcOUHdzmSEjLULYFyI09GUFtFaUYCTqjiSgk/R8MquZSzTYWGk7N0pATatIY+kJsWHWYIYlMl3gTmz1mjsmcYQi/6gPm6VwU0x2Sh4VADsoEAeh0Ym13W+Zz6ZkOwWmKrGDDL8/Iz8yghb1dBmvEzvRe+a1SriXwDzMmbSFvtMUXjRRK2jR9Z4jM22RmHIvSfnZiNaCmrUKFr1oKCcV1RwWSB2LGVZZFMxzEDp9j4WLYciSoQ8EW1NPNX26o2MR5r0+jsmdhgadFi8kQN3UTM0+JcqRMF1AnGCiqq+BWB1cwX5fUyv1lVaLSZrcIWUMCUfht/b+y+o9rXIkZe4AWIftBCEw9VMm+QbTrGWz85pKXmYRVAum6Fkqy4ncC9QtDFoVGhRtd65w/XCQikOKF2Sv1mfZesQaXAwHBdH6T22n6dg2hoVSEdimC2TO9n7bttWMp+RM9fEc2rX1+bg4cafMR+2eKr7ng6isU/TMaPq3j4/EklUZzUapHrxO5QlCrbpKPfelDXGME2xZEEQYuAn58Q3NbCudkngzq+9tryY4o4uiVdX01EfS2NT3/WVVewkSS1espGunoWuQ6eIitff99rAgafLKlo628xTFU3taXIecHt6e2m/uaWjGGFxm6IKuxDWNwfcuWRNdrbQrHhhWOmuMExsfAUcsDYAE5WakCUZEFWOjZH6/nYk1kfRill6i5CCIf/YelgiwVomGei0KstLKq4c1kaCsX+iKSaYtZjJACFHhFZWWT5gnhmskdPF88WiRv6KDlY9uX3V3G2eXk31MPzciyt+wRlfBfZFO4jOLXJrMqKeGVkNxudUwyFGnk8peTR9CQ0MzKfxnYqFOiQq8PTm46/DRc2JANWzcipotOriGadMLmQK4kxNsbpf6g+kFRFBLGwiLTrPCkogYsc3kVotXGrA3bYIxuOmMuZ9TH0zJ9iq6qSO0WqPKbQz0WuYNHCz03ryHYOikI8Mx6xYM7FCLSy5apFRiLz7TySkz0KD3P20wPuv5IQLQyrJwKDoxyrxWAFLlStJOdX6c6Craq9swCRWawpKdPoI/uwPTHUIsnDQP6iFp24YsqMIuVa6FQemwxrLf7rMdtjVM2XjlSMSsFhGi/tEKmJDYlnv+j41p1E6zqo4NmD54AbmwR3V0u6+fZSYDLUradLg8p7AlucmZDDdxWabvPrOxEjXqpYxVpk0eJx2iknIdsOMOU3cK/sZazbrIFaCA6sG0B1GhebPAXJphbtuiyG2/rpAgdDGslGcWrWVqaDrfZyrF5QxNp1lPq+uYvttHL0TbBVyhAL3zgTyoUnAiF6dCunUbWDQdvlMxPTHgcofdLAlbFXJuH9npkP0ZIQow2jJHpg3BGlV4zi2WAjN2mM1K24Ex2u6dhUFGOLMf+WsKzFOIk1jDq7cAKj6j7zVxBZVzo+UWgjNajiEtEgsNn5pBpgVHa78UMLX0EgSLWfeUBzRre3hbv7knwUbjkt3dhSL/TtT1HaIsf5HFFa9yLA5VzE6eCRuX6k6WcWSnHV9SeQJDX724r3WSXLLJBZ+OufJvL96XvASCekowy1TtVY2HOID15REsuiKLnhZjLd35XdzNW9AJ9uRgKUWfUrG7EHkjyTvDysQuS9CwwmPp07eN6GATi3viDCYLqlWS+DgmemfapBqa9deuoz56TQOLqRyh85paiz5m6ZJOhUXINA21VqVe8R7TBfxCvQg6Ncsy42zFASwihGkNkwrmNfntxyNJWacZHVxtVLbVpXnwHtmdY4pMQ0jRRS4iOvCX2kbcuEQM5OeukHVzpu2UalfrYnnv8bOa7OiGqiOLKLioW1UvFsGLJ7cZMz9jFuY0+weaMW4NWZkjg7BUXrYR0HUBDqJQoQ9RJK9dgsEYPqXIYZCrNg1oFfJI5DTOIAXQmeixMVAUSqatW7LpkPFuzeXmCnWoKW1O3dUMmg5MBHS7CxrjqWzJTrtL09a4WU2oAiY4FQv0qsq8bOuy9DKmcC2iKehZph6VIDDznP2DT3K8OEa3qMkyixnHgpLewajEtB3ZgeNYdRQ3rMhsjh0W6snab3qAbboYVnV22R/b0JPNaTyhVq5TnjvlY1mQYAhe6HY17d4WygObnN6I4SA9VhDpHZwhgEjAG7Q4pTEY9N8gwrzpNAyV+kbsa5pMqIrXiB7bB8GGQBd5f12sDeV9wMfQVdsFusYvyxAYgx3nmKMD7JEhcv6Abm9GZwNFXuKbTj2iw3LpCDEWOy61nQjqPTMGmxn8QkvEiPcw9Zjjw+UY5ePzTOS/5IFrO1UUj6BFCouLQNMSPVGpvlsaEPMMM4BUqFWvK3pqC8f8oGZjq3qE0f2Lb8nB/YXs/0w1++ib/OHYj/7oj2KM4Xu+53v6zxaLBW9605s4evQo4/GYb/iGb+DcuXOPeJxv+7ZvW7L448/rXve6J/nqD9vmiVEsWhi1HEKs0eNjRkDd9tyGfuBLFl2oZLZX2cWqm9qAZlCkTKikNwJ9iKIf8VYtAYcEGOKqJwm40SiZMq1y0wR/KEQEutoORJ0P9dBI09HuHihPpcwxHg2RpeJ1iWicwharl5YA2Oq1AcvSAZpFw1CLPyqXxoJDB8V8hRyYQFMXliG7iCHUa2N7QTgzKZXvUrgloOp8nMQ9oW7VOxM5GWFWx/flaXwb32kMERDBnjFxtR5iQUHB3jRRF3y2EqqLz7/HQ43H78xodw4Ie3Nd0c8b9TgVyt2xkxKzWWC3KuzmiNwVCKEnnreh1SynyOHpwVGRx/pK8bFiKWzOtJtyaX6JxeUdwu5cf/ZqZNGpxy8JMs6VV8K8JbSq+NsrUTu9PgZa3NNujzCDAjuulFcSBeVU6dfBIArxuSg0N8qxx8aMTp9kPNpinI3YyjcxsVJl3ajEvq0ypNUMqDKrMMawCDWyP9d3s1ASsExrwnSBzJs+TV9E6zAltVkzKFQsMJHZc0u4uM+8nhKaDr9YkIQUcbEo6LDAVDnWWIbVhKoaUGQlpsj1vIv4TBZRjyaFgYKK7hkvGpqKnjbxAZuI7Kk5BKGbt8i5KWyV2P0Gc2RANciwzpIEK32g97r4ENOyvdB0WoiyjQCk6bR+k0+SV/H9p4lQIy9L702qzt15LUrZdj6GnLQ0QRPBTfCx5lQUA3V5hjk2wB4dYI+O8FZYzKd0ixriu+h5biEuLPJI2l+0mlHXBMJBi5ydKhfJixL7K9f3a5puZdG30oECepxpE1W2Pb7rolK40UVg8rZ0vtemoXAwVM0kU2QKckdKFcjyFU/QU9V6btPj+3kmI5qnhIfm/e9/Pz/1Uz/FS17ykkOfv+Utb+E973kPv/iLv8jm5iZvfvOb+Qt/4S/wW7/1W494vNe97nX8q3/1r/q/y7J8Uq774eym5x/nng88CINCJ9NUhA6JGSQW47IYKoqTdIKWMRW5tyjvLYlAl4ahNixd6ETuiEMHDugHwd5TAT1Hg1hqAURJurqDWvxOkgJuIowaIh8gajV0AYInzBoaWqq6xR4dx+yYuDK1MeaUFlepbMJKfzJRBr4n48avjTPgsuXEmbxOdSSi5soXwMnyukHVmFMNnggGaUW9AwFdmQ8yTFMsvV1Jubf1ytOJ5QmkUz0NsTGtOaZfeOnwocN0Xks0xCKEzBrMoIS6oXj2SZgU6sUw0cWVuQh6pAdt0nRMp7uwsAxaT5FWi1EgzpSZkmNLJVpnx8YUV/ZZ+IUCukEBB3Cwd4WqvkWBZeSf2EFDaAucNdiuJrMO4w11qNnv9rFY7DnLQARXZFohPIbwZOaV6GtUAVdDWZ1yFUp9vsZZbJVr+YX4Uu2oUM+aNQo8PX24UEL09jkHpcVaS44w7AR7T2DWzWilwxY5oUuZMyB1x3Aw5qBtmOQTzTzyHjddIFLgWk87W6hCbZljQwxL9p7GuCDIoi6U+L5PhEv7jPMx3gWqdtkPTJQzsJWmh2MtrszBOGyV01d5TzWG/n/2/j3mtu2u74M/4zLnXLfnsi9n731uNgecxKZACHl5YytShcDCjaxXTbEqRYp6SdM/gkwUQGpQorQNDSpVpIi2grRVikgiFUXNH02lUJVSR5SSmITXSQsB4oJj+5xjn73P2ZfnttaalzHG7/3j9xtzPZtwiAEb++TdQ9r22c9ez1pzzcsYv/H9fS8p2/WwTUglZ3uHu7WCTatqsEYLrGLISB41nX3/1haGTLi1gn5i/fIpMSgHrcy94oqvajFSBLK5AwcfzLG7sB8z45TtlY5oTtTF7n+1blFzvyJoezwzK5tA5oImFU3uVlSoUJIgMuHxOA/xqGN68Ri/m2jPb3P5mS19v2MRFsSjld7jtsEQ2wDJxaDJ5l1ALhvNIxtNWZcEd9TYpihpe6hkpDHH8XIN2b3G+yIXy3QL5MaeubpZGZO2xadKmjcvsM4f5scinNxccvPOmq/08QyhefvxZS9orq6u+ON//I/z1/7aX+MHfuAH5p+fn5/zoz/6o/z4j/843/qt3wrAj/3Yj/G+972Pn/u5n+P973//275n13Xcu3fvS37sbzeurixVuIglGzND9kSP69ThFa5NukbOdXXSuk4mFg4FBzo5S10kK+G3uglPWRdOsUX8+s17jY8y73D8tfeuPWVEibL24LtiKEhFQ6Y8FxCy7WlOj9ifnXP0ym0lamZryVxvfc3HYP9f2w8ZnFhBZ4tIRTwwe339bPu9rZnmoanN87mpkHR1ma2oSEA5IZisvbYhlgG31za86+LsbjqfcyMRCtomdKUgGYoUDTV0kTDzRVRVVMaJcLoin29xt81To86r3j3tf2HXR4aJs+mcZgwUybgpEY7XuH6kRAeriE+KYMmmwd/ZEO+vafstLgR89DSbNeeP3iR9/ozmuNPfmRpYqpJEdgPtMNCPA8FHojRMktjmLU2KNE9a3NHiWnHtKA+vkP2EaxslDHunu2E7dlpVSLmNpirLmLWGNCm5m/PDnDpEi6jnUC7KMWoC4jz+ZEGcEovxOcKjCyaZ8KuOdlQVnvQTIHSrNanvOT6+SXPjGOlH5LynXOzJAaZhoHURL8YRCQFHONgf1AJmP2q/xlx+3bLjlr9HL4Ne/vpdKxG/04RszSBr9V6ovKmo95GycIuiMEeqenK98WVuLHB3V/hNo6jU0ULTtkth32c67xn2o/JHnlviReC4o1029iRWsu7hOygiq520MRUz0/Nz93o/JC2UoqdMaoiXs8zcmWKkYrBz5TTXKU8JETf7I2p8QjGQVn+/5EKZMpnD9fY3F/Cem7RZOC4Tb/6zTxJdoKSBto8kV4ixwY9CfnKFT0slX5+PkC7VOLG2NVftwYjTuFElCa5P5gVliJsT9TnqjcM0E9z12ZdStA3qQM4UZRRfvbDcAfGpQ4Rv+f+871pR92y8E8eXvaD56Ec/yoc//GE++MEPPlXQfOITn2CaJj74wQ/OP3vve9/Lu971Lj7+8Y//pgXNT//0T3Pnzh1u3LjBt37rt/IDP/AD3Lp1621fPwwDw3DI8bi4uPhtf59pSPzqP3odv25VMjomnfD3msvDujN/EvMZ8eZ3kgVvi/NTj1TlA8Bhd1KZ/TECNcTPH0zVsnlJVOM+ufZetUC4Rk5V1RKalZREiZ9V4TOq2kJdj6+9j1e5Js7RnR6z689Vink5Kjm3fub1Vst19VRtH9U3rYRo7HiaoBNbhYCDyTGdoTymapjrtXBtkrKdsUo6PeKuTV5V3l5JlI15xyyauRgEdPK0vroiap4YG8ZxIEkmSyGniZCj5s7sRt2BDwPN8zfwnVrgu2jfOVbuDDNC46w47KWn5EDZF8ap53YMSAjkKdF2DfvzLYvmjhYPN1eEO0esdnsKBTdlFsdH7B4/ZvfgIcfvvol7bo3rJ/ymxS0bsoO47VikkX3ZE10gS2YsI7u8ZzWtcGdXNI1yRrjqKQ+vcIuGsuthmgjrxcw5kKngG1G43kIX8XovPlW0NcpnUCVMVZiZoq8JOFeQdYNPK82nagPNMDFJxjfqYuyS4I/UlHDZrIh3bhDubijne3IC2fXst+dMJeHjirgDXwQaazsGbzYDRtCdlNztR/W48cuOxa018XKrpnxry5WKgHicU+TKH6+UPO0wAnRQBG6hKh9/FJCjRn1psI3DlHE3lvjbK3wTkGWgO1nQNIHhakSGzH4ZefJrj5FcaE60CG5eOiaYkZ4qeThYT4EpJJ2lactceDTRUTKMfSIbv8kHr62oUYtrL44iruoLTArOzK8RIHunj1NW/kztHNeWWTF02DkraLoINxfw1aeshszxuOfyM2+wKh7ZOyZXWMQFsutxMbI4WVJyVi+lyniuiHOTDd01s1EPXJgUv8/mYK3eSDIqv00rPIVjZZxUNekcbj+pi/HFYNYLBXbZnml3aIFb6//kuc2vn86/IofRzX9Hv/+v6viyFjR/62/9Lf7xP/7H/PzP//y/8G/379+nbVtOT0+f+vndu3e5f//+277nv/Fv/Bt8x3d8B6+88gqf+tSn+PN//s/zR/7IH+HjH/84IfzG/dEf/MEf5Pu///t/R9+ljrc+e0ayh1N63eGWy73m79xcW5+4mPlYhasPN5jKh63SqIRguMZlcXObxAVTHBWxB/SgVJonwGiFAGLtHXS3XP+tPtQmZXJOnYalPujzMWYjJjtDHcTC+bQwWZ/chk2jXJziqhZVVUse5lgDJ2aSZ2hMDFpwVHVXPRUVSarSaq/fjzZa60uLKQdzHpRUTk5zzazCJt0DoYbD5FmRmOhUlWFFkPIOGwtktL57DMQUSaLJzkWKhv0VUW5ULrrwDgl/c6ncCsEybux7zbyiayVrKZoflHsupse80LxAaQNBHG5M9J++T99v6W4e67U+agh3jyhvXjJd7cCPhHbNZnnM1faCdT8Q3VrbHG3UCIBcYEi0u57GNXSuo5eeUUaGMnCVthxfRPyyI9RWSWfJxYMlF+9GRbmCV9J0Uldg15qc3u5VGTU+Qorgrb0nq0ZblX3GuTJfHxectmhSwT+3xh11yDDhL3pFWFptbfnbayumHPGlE7ihLsIhCfIQ2F4wlUnRgyj4KSNi16SJlCYoOTZnyn5gcolmH8jDSHdzQzha4pfazvBHC21JtlEXfO9wKw2LrLwxt17AcYs/WagiR1AS9qZR/tCoOU/OO2ShGWOsIt3JkmbZMGwnhid7lovI7uFOg1OfWxMa9VBqV63tOYSS7dnxdS/j5nmiFBgmTaNPXrPGxpSZ9pPd+naPD9ra8lHT2auiUUWEosGVogUSQDGTy2rQJ9T9j17XbOoh5wSXjbAfAu6oxb/vFjfHzPkysmDB7vwJMXRcPHnM1PfceuFluKlmjkSv5wyHoCgKg6bEu9RA65HikL4geSDsFnoPWoGl7SbbICUrXgdtLxHVZZurUY/1uLO50Pg246+buBeBcZ58vrLHs5bT248vW0Hz2muv8Wf+zJ/hp37qp1gsvnis8j/2x/7Y/N9f//Vfzzd8wzfwNV/zNfz0T/803/Zt3/Yb/s6f+3N/ju/93u+d/35xccHLL7/82/r81iIPymg7ARH8usUfL+edou74wyHmQMo8WeCsDeI49ICvj1m54Q4LurnjljTOzr/iK/ekmGzV5Kxm8EdTZc9QUxGctXak+nnVNOxcgIB4mf1SxNpOdUEPt9bK3zizwMjqa5PN1C94XC1mKpkX9OfetEOmWHrqiavFTM2/WjXMJGLHXIBQF9uFbT0rf8F7PW4PJH3/6qIsWAHXBO2vuzjzLYqzINA+Kak76kUp1jNLkmmLXb+U8SvN8HGLRg3bpnKIQ4helW5Vol6LGkOiFmHBEEfe3b3E5tZzuNOl1rNvXZFTYXV6g+G1R3TuNi4s9BwuG9LFRNhnfIzE0ND4hmnoiangXjqGZQ9v7c1/JxPOthwtbhD3DblXlOk8XeCdZzEsCJc7ldi2DWHdIUMiOQhTpmwHws3N3AaQ7QBZKDkryXrVWFZZOZj1FZSo3HhVqjSKXIi1BySqxJ9NqxyT3rgOy1av+clC75N+wk+ZcPcId3sJTSSIkO9uCEOifdiSY2aUkSiqCitDQoKlnaeENA1SCjklchrJKdH5znKhPH7dKGE1KrGaGJQD5Bz+uEPcQnf/SfC3lnBjoWnizunrm4BbN/r8LqLeA7vpQFIH9Wu6Gpge7iFlznYj5XMXuOMFcdUii0Cz0aLS2Z6g1r5FhOCuKXNA+S1jVuK5F5ooDEMi90ndq4veY3kysr/ozj6YEiqZ+EqMmD9ZlEPxghh/5/AoKv9pNu3MauIpKdnB6Fzlj1rc1z/HjVdOKNuRcHaTq196laHJnL773bQv3UU6jzQt4atuwmkLZwOu88hbAhcj0kb1jxpFP3DMirRsp8O+pMZNeIcr/sBlmrI6RY9o8VIEf3dFvLPG9Ym0jMhbu/qVZsQ7vvuUMV+bd56Nd+T4shU0n/jEJ3jzzTf5pm/6pvlnOWd+5md+hh/+4R/mJ3/yJxnHkbOzs6dQmgcPHvyW+DFf/dVfze3bt/m1X/u1ty1ouq77ohGHT++pU7BrA1JsMt4sFJoXZ2uZZjzVokAXWWXzu07t2Ktj5SwvdTCbmcytIndou0w6scmUYMjqWJttkXcFRl1k8YbqGBlxbgMVNU+fIdhZSSAHfxRbnCnobkoPVNOQV40WcAsLF8xW/FQEyFtxVnNYTLWFFQpkp/wb9PPdVNTavkEnq8YrQdoW1IPc3R0KhOj1GBpv5GWBvkq5HeJ0BheT0s7nzrkDymBcHh/Uk0NSwSXRqIqLHckIpYVMEfXlcNFr7z8X4t1jdSmuIJHXRbFUlQXMtYwIuEVLE1qaKbC5c5fmzom2MYrgjldEEbXDvxp052mqMdcEki+M+55xGmhDS5KkwZxZFCm4GJHgtNiaMs27bhG2A+FJVNLtJEwyKS/IZ/Iw0RRwywZyIW/30AbGsyu69fqQFm/eSuV8h5OlLrQWvDnX32OGRUQy6vkBh3to0NZhlXm7406vS6t+JW4ZccsGOW6N6GuFavBzQStTq61NIHYdCwn0/ZZgZKskSVsj4gghUIo6ME9lIhR4azrjxZOX1bskBFUz2b2pBY0ioERduL1zyNCogeLpAtZqeOi93XNt1MdzyPrs7xNyPoCDkgUWkXTeU65GynbALxtKn2HTwUmnnpXR4xs/uzcUQ1kOXdb5wYdSGMdCHqylLUIbPdNu0pBP1CPJJce0n/C1QMsOiULJMpt7+qKN63HIhAZLrD4UTrPquUIDIopWpXoTO72muai/zOkCd2eDz4Xw4Ap33HIyvQffNub47eDeRl/jHeK9ZrZOBXd7pc/kcO15KQLjRNlP+MqbM0WjazwSRcnn5vjtqgv4doCbC9p3n9KdLBg9dMuGadmQ39zq560bwgtHLO9utLB7B4xnCM3bjy9bQfNt3/Zt/OIv/uJTP/sTf+JP8N73vpfv+77v4+WXX6ZpGj72sY/xkY98BIBPfvKTvPrqq3zgAx/4gj/n9ddf59GjRzz//PNf1ON/uxErb6DxuEnUkr5a6s9cmCqBPSiBdNFsdDcvRdUBoEiCw9pQPJ1o7E2GZ22NWeYYg8lvs+6Qr4M8clgQpc6audhOx4IJU2Hu/URNgp7dJcWOvzrwOgcXuzlxmlXU3nURCycsM4JCFw/FiQOcoTWI/nc10pu0RaILXJnJwT448wIUXbgrAbgiO3XijV45HQ7Y1wW4HP5/yFr4ZS1+FFHKykaqypXo8U2gRE/JQmg8+zwwlpFAIDstaADcstPFo210YUtFTQ/NaFCsZVd9eWo7gSK4riEuOso209w9xZ+q94xDYw/KkJhefYz3nvLWFf6qwd1YavHaesargfPhgnvdXfalZ3FxxcomfbkarQjVosa1Adc1LMas/jdXyvnatEekKOQ8KW8l6jGLhzAUHl894e4Lz6lSaNMhtuMnF+hHSlTF0qzOEuY2HNtRAyFbf+BKTBmWFkAYg7Ydki7cEhyuLciqUR6S8Y/cokGMd+XGjKwjfheYLvf4VUtHS3GCQ9HKLIUpj5RSaHyDZMglkZ3gsxCc8YWMKO+sGHYr9dQh5TnryS0jpIzrrv177bJZxph4p3ltyWIr7l8hb25n/lARYQheC3XvKFsjWN9aaa1QA05xs3cMCFJbQXXjoRMIIsaVGTLBewrq5DteDkiCXDKhhTyihZ1z5iRtG4esx+mDYxJ9TeonmlWDuGhdVk+MjjJdSxSHuVWrCK89d7mYDUSC04647rQF2Hi6o049nfqMM1NLN+SZ0Ksbohbe0+HOBn2uN6jJoAM8lD7hTS7uBmY9ekWIsbR6vION8hfd7SXh99yifeGIBlicdKyOFjwQCM8fHebs6Ln9whHjrycKf4UO9SP67Vclv5Pf/UofX7aC5ujoiK/7uq976mfr9Zpbt27NP/+Tf/JP8r3f+73cvHmT4+Nj/vSf/tN84AMfeIoQ/N73vpcf/MEf5N/6t/4trq6u+P7v/34+8pGPcO/ePT71qU/xZ//sn+U973kPH/rQh37XvlvbBHrnoVHuRG0lPRX6WD1g6jPU2M6Q+nrdBc/ERpGDrDlbO6PYTqluo7xTpKBXGaQz8q3U9s61SXF24bV725Uy5x/pa+zfWvWEcNd8a6QJ+FWHTBM08dAWG3WHRqstHDEfEi2aZLanrxN49YahFCsiRBersSC+qLNq42EJwXbzvoNSi7feJOTmxzIrvupxNwHGghsyUib9nV1R6ah5lVD8nDCtROuA83Zdqn+JV85NKolUlFMyysRS/eONI+S00Kg3wdzOU/m38nbKgetTNHMH71iuj+jf7HWH2ISZj0D0sJ1I40B3+4TyxiX+1nOaC3TU0T7qOCt7HA4fAmlMXJ4/4YZzyNWA7CZdYCdTfBjv3Z0sWYmQdns2yyOWqyMEYbHcQBNUmSfgVh3p4SNOXn6R0jgC2irF+4MiakxqtrdstTis906MyD7NJmxcJwwvwsGaYKHE4ip7rqjd7Azr3ezebNiitk69Q7Yj49UV7fExBMcyepzzmsE0QkHY5z196XHZq7mga7jIVxzHY0Wioj/4Pq1bWGu7ya2iokFZ8H1CkraPXavKKahruV3x/QTngxYrFyPc3yJXE84QMy3svTobW1uaTt9TzHBSi4y65xB7BBWRUXNEZjL7lArTfiKP6rAduoZpn0h9motRjTTIPOWblBVdxM5oiXpW03YiDQkftQU8oQVNcI4mOHJ287X0baSMZj/QGK+uPotDAr/QZ2Iqytt5bq2F7bSfEV7ZZ3iyJw82rwSHRFT5FDzuxgKeW+IuBp0rUkamrHyw4A72EPOMoneGWzZzm9PdXdO9eIxbacL66qilawIvfc1NdpcDaSo0XWC1aXHOcVW/w7Pxjh1fdpXTbzZ+6Id+CO89H/nIRxiGgQ996EP81b/6V596zSc/+UnOz88BCCHwC7/wC/yNv/E3ODs744UXXuDbv/3b+Ut/6S/9rnrRHN9esT/bqaNunaHCvNQpOqNboIMvzaI5GEsFUaVRMMv8umDX9krw6lHiK8kPwAzBMnMOjRha4SqWam0q4EB2LdZDt16/ymrdjHqoSZqHnT3slTQaHM43+KNIudgpRD0kOG4PZN7WpK/7a4VHtjiFmpjrHbMVcVTegUxZpb6jn3ddvsrZzWW0FPPxqYTqWtDBoQhsPBxlKIMiBKPWf7MpYS5Q1BtGpnRAqYq1QqLXhdkn5UM4WPol27IllkhEU7hlyviVTdR1F13n2bobTprAXRd1J1qY4iA0LauwZHx8yfL2Bh/U80b6THl8RXOyYff6myyXG00w37T4IdG+tUGAe+vnceuOG+mEz5x/npdTwV1NT4VNui5SLgcl7QJ4T7daczMsyV5Y55ZwvKJcDZRxJKwW+DYw5IGTO+/Slpm3giVoECfOUbIRw0Xsvktzy4rsYCF6r9ZrbYaGUp2fl+qM/JQSztA+KeYnUgNVgco3wznK+UCmIFLwviHcu4nsByhCM4wMeSCRmcpILkLjA4Kqu9bLI33m7F53bdBiZtkwqwHXjTolO+aiB8H4Vhy4QlOGJwOyn9S/6fGgqdEYEncxamF91CpaOeRDQTcVpC0U46MJap5XWf0iQghOOfYlaxGCMO4mpu2o7aw+49vAtMtarDudB4p31nY+FPpShJTSQZ486UQxXSmaNfUBH7y2dmzK8N4rP8cZgb54RPQahrbBBUiphdTr+2Uh95NukDDfn+10sDEoGXrjWm0nNW805CjfvyTcXmsbrg2406XGGIhQhkRwdh06az+PRtaLXoNrgzlSb1raF48Ji2AdKmHKyjPy3rE5+Rd5m1cWF/KVPp61nN5+fEUVND/90z/91N8XiwU/8iM/wo/8yI+87e9cD9paLpf85E/+5Jfq8L7gcXJ3w4NffXS9EX5AQpymGrO2cDzjlTjzndBARiPwelv4Jpt8DL5mNGOo6OdMKPWm4aCkEYEJZD8pWuGtiOBwLHWCc0V5GlK0RSStKiGqLNUFhztqlei8VY5OVRa4rC0xAdx+gltLaz2EWbWk1vkVmcqmyAqzGmqWUAsHR+HJvifMqhldx+w7OPR9ooOpTtjX0CzQltGq1eMtBZeuoV+lIJMpJlI+SL3rMVSHUQ/eeVI/4pxjEToGGTiKRzS+0fNlrsI182h2pkUg63uXKmUvMsvd5+iGVLizuEP/8DGLezeR2yu1yb8YKOd7wnPHhK6lef+7lDzrPf6lE5rzgaPPndAsFsT1Gj8UntveoFz0eDO/k37U7/l4S3my09OUMjJOtMsVMWfGNBDunDClCTnf06eeVTomtA3rdz2v8Q/Vz8XZ/ZxFkaSlKpjSkyuVh7etWeuD37SHVkQU6Jy2VReGxBj6N7cP0fevCjpthXpcsueoCYC6zrpef6c7PiKR6UJrWV/qCOzbyDIt6MtAksSQR6BjL3tOmhPcZoF35uK8CPrHe70fOq/u1KlYUKSijW6y4E5Biy5DXUhF23tS4CopWlGzxioSWkexe67+3O6LGoRaciEVMaRE31Iji4ScBEfRXNP9RNpPuOhJWYi5YdwN1zhrqH8LzL4tYohwMWFALWpyn8i9thvLkMhdJIoRka1FGqzICW2gJEWIXfDEZbQNkJDq8zplRXCSbeSGrHwik5s7MQWSoKhlKlrUnA/IlClHGf/mFvfCkQkItP3uixZEbmkp8cJhE2P2EM5bsXO6ULTM8qpKygx7TaA/Wl8LEEYfxf2YyWfvkIKGZ7LttxtfUQXNvyrj5PbyQKKDw+6z0cnPbVqk9bPElzYcTMuMnOpaq4JS0aTnKr8WdLLEqTQ4ZW37wBzYPcsYk/FoHHMqMJUjYj1w54Fqj9JrW8YlU24Em+CNPOwLFKc7fBlsEUqePJoJ31iUf+Gd8g+a2jJrdZeeZF7gpM/QyTV+jzP+jhUcU4E679jE5FtPHrKGCtbvGRwMhg50Qc+bIVN41I10Fc3DxmQdTpSzk6dDgSNWkDSWzGvnyrVRk6vN4ye6yCZsWPmlLghJF7my7XVubYJyhRBdiYomEetnoIvkmFQOXMwSfkq0ixWXV48ZH56xuLlEhkR+skVSJj04Z3H3pvI3Ol14fetpft9tbnzuJfpHT2gKxBdvsfi1K/KbV3r9qm/MODG+eUnwep+UbU+ZEiEEfAzE0CBPdjw+ewOHJ7tMGIR2tSA2p8h+0tTvStLcT4rIAK7xlPOJ/uICcY545yZyXvQcrNpDK2+hvAwaZz4iTtEQDOHIwuwqPeo5oaDKqGJo44zAoUVh42nv3WC62OkLrI3nom4QYj+x8B196cFpZELrG47jETXxUULQQj8VNV/DkLkxw9U0k6znVnEqh81EQu/R3YQLXiXWfdJNQBdglw2N1cJ73jxkJbPOvkn5gApKLnNyh78usTb0NIvKpqe9IpkzcJWFMhZrXxUUNlFfpTkGxkNJZS5IihUIZZZ567mtJOBShOwKwetxhCZQmkD2WVPO0Xagc46wbChTocQAu2lGY8lF/76d5mcSQeX+AW1PN/7At1spP2m+Jxq91m4R9VwGr9w6j6Gd7rDhGcx/xh3OpRRP6pMWeFOhf5xxLx7TRD8Lo8aUmYbM7jNn//LJ/dn4ih7PCpovwfi1f/j6AV2oeTZwMPlCWxDu9grfNeTLYYbWlSlgk2eWw+Q/VMMpjFhZZukxlnUzp3d7r1e2Tpjem3uv2GKr7y1gu27dtZMydI1msCyaA5wenbZegiEvo04s7CdImTSNlMs9UU50F1iVS4nDrtdyb9xepa9yNeJo5p2VFPSciSJTmBFYNcwrweFRg8JZem7FloxKMHT1sxcWmWDwtCyiqp0YTQkVrQ1myJa4eac9qzYMxXFtM5/Xem2WYUHrDVFL2r6SftIixWIXXAlIEPu3UXf0zmlxY4uiOObMqLBe4IeG3RtvsnjlLiVl+sfntOKRyx5eua2qjE4UxYse1g3t77nDdLWlv7xktXqOsUyUq5785hZ/otEb5bJneHLO8uhYv4WgxmYx4nLB5czQb9lPO8Y80oUFD+Q+N8sN1uIIpxstNDt1TC79pBytNiK9o5xtkWnCNZHtg4csQ0d44SblalBJdPDagvEdrNAFbeZe5IMqLhtiNWYj1+r5EUHvx2TEbW/F70K5RDGAP1oiu0mvUD9RohpWjmXC4YguMOYRX72ohkTZDsSjpSawP+mV21I9nYZkJF9FUpzxTwhom7faIXj0ntk0Sni9t9ZcoKtBJd6+0ee5InLBqXIviz6j9T62UarlAYrKhCZQshUiWcnF024k7ycOkQuKmkidH0zgN7eYzbTSed0QSG1ri1AmM/VcRlwwF2FrNyUz6PRV8eQO88VsM2GkbR89Yd0Amjhf7QxkyHrtx3xo5zXXWkNrzcRynXKp/DJa4aObKElqETDHYXTmX5MVyRWPXpvdqI7WTdC5ET23WgiKGl2fDeTPX4J3HD23Vn6PCMPVyMX9KxaffvJbnuu/HONZy+ntx7OC5os8Hr12zpP7VzqZNJofIwAiKjEscsgbSkLZ7iFnCu6pPv3skplFF/cKTU9FH2DhWuK1+VOYCoDGwei0eKmqKGc7YyOk1qHHZhLytkEuetyq1Z1OVViNZTa/c21AujBLrCVlgg/sP/+Y9ve/eCAHBqcy64VOjq4WOThdxKcCU0AqND/kaxCym8nMDmaeUR6SIjvZWjZ1i2WKCRFwIelCVx96hypk/KiFQOPVe8QZWToGBU+aoKiAqztV0WKsEnidKHpBJhKreBYQbTlVCXy231sqt6Zc7u0a+WuthQIxHizY24BrIquTU95683VOH16RL3umsadp1sh+UHRrlw6KIruuftmw/Kq7nP/TT7F//Iij7phSMv6spwSv5ODtgGRh2O60NXO8pOkiZUo4H/AO9rnXfB7nOZvOKBQCgUhkGU0Rl5KCKONE6SfcmHGWcN3GliklVXvd3iBTogyqXnH13ltFc5G2YnUqWlgWtHCuReyQD/dewdo9GSlWMNq5cOsWGkdoTnDrRqMQjF8WFh1n6T4X6YIihegjrW9pnBYYMk4wNeTzHWWc8F3Ena6oeWXOGU9NQLyzwFaHW4aZd8NRY0iimcsdd3ocNfOsC0A+tMxqUTNm23TYBsdaSs6QSEWCIBjyIFLIKVOyqBqphoRmQxEX9nug7+uqkRTKbROVMnuv92+9vV0wJHcZiYuGkjNx0ehx5HJNb+Bm8rOIoqo5JWQS4iIacOYJbaQM+cAt6tUaYG6754I4JXwrkqLPnb+xVJPQqtasGXfewX5iuriiuXmi1g6dhVsWO6fJ0N6rUeXmFgrsooZ6FmsZ5jaQP3NGfu2C3emC3dneikU93/m1c9zrF7+Tqf93bcwhk7+D3/9XdTwraL7IY3+haItEe/gQXYw2CtlL9W8pQQlxQ1bGge2ixIhzupAy81zmfrwHEYsdAN3pJ1UEVTM9bXFgXjhyUEVV59+6e7NwRtkOM9/FrbvZU0VRC4FQENJclLguKspii2pYLhnfutL3Nu8NClpQmWcJ0dpYHiVOWoChtwymqkpXZCXMKAuVb7Iw+L7I3F6gFJ0w+8l4MqK/Mxakzap0qAhQ8Oanw2GXh32GNz7TkA4LDSiyZeoTgiccShgKBS9hbidKzjCq3NY7kC5SrgamiytFQkSD+XyrsmbfogqrUnSR7iJN2HA83Wb8zFu4GOgWHeeXjzhuVMpdhoTbYoRagZ0mf7tFw9ErL3Px2ddZ37yBx0FSMzxNn04EHyglQbdQhVpuYD/iSoEmcJROyBeJ7DKd7xjKwHk6p/UN8SLQBFU4uehJ+wEpmbDrFcFYNZRSCCEQ2k4Xrn5kN+5Y5RPS1UA4XRNuLhXVq2nsqRzcXmuRXV22c0Ug3YG03iiXQi5GjS24udTC8iQY58laKykTRBfRJImxjHRuoVxf12ixArM5IH1DWXV4Z8X/YMRa5w5p3UltCqhBpNXJ+mqc4w/cRluC7mpSVKbxMBQtpKso4PpmpbG2aFQujwteCyegJHX21RZRnhexPCQtGqogp1zb0HjM+NLZB1VdGPNzoPe1/V4bcEFoFo3RlxRpKZMqDX3rr6FHbvau0YLQ5pJrY5Z2R6ebtjboZqjx2iZPcmjdFRAjd7OIuGatiMyQYD/hvPKluBpJ00jc9fjN6rDhq/0xc8Fmn7S1nQpurQVN3k8qMiiFsnPk/+vz0Dbk/+/ncfc2yI2FmkPev0Ie70lj+ZdP8F8B4xlC8/bjWUHzRR43nt/o5FJVDN7DcYBJKOf9od2wHS3GyAztHIcgvcarL0V90+o746Cmd2tkgC3m2KRgUKzrGuYU7iEZyTIjTvNz6nC4eQKtCie/bPVnMcxeFTIdCK0110iVBlER7bikeaNXKHs3WVsrW3sqH7g/ESBSU6sVwrdJPSlJlyFpoXKyVAn3YAaAF+PhfDrm8yHbEel1t6gqCgfLSXv0XbS8LEw9Y8e8zwdEpZIjHcrzMGRG5cK2wIjSYZypThIJL57gr0VpZEFEbejxDtlPlPMdw7in2QVcNs6BLUyl2HUaswZANrooH8U7ZqTXE12kjQ3dN36VLZpFk4m9BxmVi2Qhot45ju7d1WJgzHAacFcjkjJ5svaEZHXDNfmxx+D+4Iltx7JZMY4TxQnFF7Zpx67saVPL8UWj90bjycOAC4FxHGhcQxoHsmSi12vrelWODf2WNnlCiHCy0mK+C/guz1J+JUaX2b5A6n1WxPx7FJ0s3rxiTFHEKuqO3DvcyUKfgVw03DEpkrE4OeGGn3iwe5Nt2rKJayta7IOiFpRihpblatA8tVVzQEtbj/TGNVu7AzfuqD2gkaDFiT3z0htKAAfrAtxhIfZOUc5KeA2OWMOVri02xZzEK/oiRSgzMmMbDgRvvkFUK4e6adHpxVAVbZfWaBTQTZO3lmAZEqFVl+9hN+GiI5ZmdjsvRb/3rOIbM25j5wmMwGdtqFqoVFfw2Onx7pRLJnM7Hly0MMpgmw+TsrsCsk/QKz9pvNqxeuHGgTdX4LCbkAMncFSEqOyStv12E2MeieeZ6Vce0H7jy5SzATcV3Ocu9ddzQa4myrrh2Xhnj2cFzRd5LE8Wlp0UrKhwSla7GCi7UUmBwgEtqQ8otmA2uvhRtDeurz3svlR91On79hOsOt05Vq+PRnEEMVdWASU79pMFNZqMs7ZsKrHQEohntZNzqigSjFuCOh9XFY9zFk4Y8CkT3vWctYaufacx68+q4VWdDDsjTfaTZga1Kl932xFcQEZ0kTrrtUVxvR2xCAfvi6ywtuzME0MsrmBIMFmCdqsusfNuMhzOj3PGY7HJ1C90gQfU8C04GO3cO20dTqIFYnSRLFkVPaXoXrigCBTKsyi7HiGzH7TttPQL3KjXwKeqfsrEzUIX5kWLu7FCtuPMLdps7uBfOIbdqP48U4GLATnvtZVmkHq57G2XrbeG7JU7QhGVNpei8n0R+45RjQCF2UK+iS3LtNB4B4Hi1Vm3zwPttGfhHWnUrJ28HSiixd6230NwLHzHdrjixkJjIDoJ3H/8Gi9sXlTEZZ9gmbSwGf1c/JE53Bv1/wxFlD4pjwbUjO+sV+fc20u9LutWuRlFcKIscp8zTlZs5AX8Wx088Lx+/hrRRZI5PFPQNmD0uEV7eH5SVsPFaOjdkPSirhvjbhi6uE+47WTOxcxmkTLmg1KvKEqq935hLmq6YIu4mxVxPvhr313/Y0ZnrNirfJDKH2H2QboeQusOPDuHPssS5nMrWUnsBK8bFoF8NcAukdcN01mv6NeNhX6uoNlNaKFfqrCg8XSbTjcjXuXcZSiHYrFeS2/WD6Z0lKSFjUx6npzZK0hnKJWIorN9wu2UpN3Elt3jM9arRvlLc2yL4CQirYkJpFCyIxQUdTnbk3cDsgw8/sSn2CxbRJSsLI/7GWFWPpNHlu+M5dAw7d/R7/+rOt4ZV/AdNHzweOd0QzyaDfqYKbtRJ+YipvxAJanBQw1TaowoV+HiSrqbC5CijpqVexE6XZyresJUB0QjF9vuyk1+zkKq6p2ZcDtPjm72Y3FNRNwEroFQZ9OimSkE83IRdQr24HYQ3n2sLYIm4qas/Jk+mZNv3Q3LYdfmHe54oZOXMCNKeCMIri3ocmeth7FYyws9+Dbo7rpOjpNxHKKzRTvPnjVVDSZBz0/JMss+XZE55NNZQVc5B7P6KQZCG0nWwiiSCS7gnSegC4MXDfSLA5TRJmrv8dvMrvS0vlHC5ZiQ6EnThAwjzntiUbm3N1NC9k7bQikR33XTOA0AGijIk5788IpwskKkkC73TG8+pjneKA/KSMr+aKm/g1BKJktmUZVs6MKsZHKPS5nYNLRjSy8DDZGmiQx5JJFIMpHSyDbt6LolpSRa37LLe/rcQ4adXOFd4CR4fNvQjBMhuwOxe0iEvbZzalSGyqC14JTafixKYJeKQNkxkxTBc3fXxj8J2sZ0WEERFUkRYNkSTztWpwu9vbpW2x8ijHmkSdHu9YV5IilfyrXR0rbtHl00B/M/OCClV6aIyteK5SKKQlw3rGw1EJZgLZSCmhwGDfV03mksgTNExtnz7LXdlK9xyySb/B+YuXALjw8OSeicUmHd662dXKx1KorqjRmJxssbM/Jor7/bN5RPn+G8I1thUlvWPgZ8Z22xLIRVS7NqZ8TGB01wVwTKeDymPAwn3SHQ8kyRXLmakPMerAuMc1qcNtYavtqby3Ug3FjTvnl5iE1pvJKrnHECc6OV/FZRUHm4RZ7sKbuRNE3EHVz+8qscf+PXq1rz1kLnjYqkrRr9E/zBduEreDxrOb39eFbQfAnG+taSy7d2RgpEUYTBFt6crT3hTTNTVFnRKdoh5tUwM/lbkwBPxaTUikyI49BissKnTuYyKgEZQYP+2qgojbWPXJHDBG0Pb90x1RaLQx1rcUZgBERyRZYVcj7qQAR/3OFfOj6cgPrE1Awf0N15nZAqR6WtE5LxDJaxshC1aOvC7APCPiGLcGgfeUWAZFBPFblKuCKEW0vAqbX6Bk0y7idFNooYYlQseVxm91OsK1BhfzXBc/N3cTGqXb4oSuPLSHBBc4Ik47IjSGSiEH1Q9VCjkmhXHIGgzJuS8cWRSjIZcUscJprNwjKc7PtFpwVk4ymPdofitgjyZI9sB0oISmreJ67GK06nxaHduB1gYQnS3pOkkMnKzahtRudwhg5xtMCNE01oWEiHR+30HZ7oI4LQp54h95Sd2u274g5ZUCVxlbfcbG9QvBDWHbEUjuQG7mRFJXvKkLW9VjC+mDu0EOtu2QzmZD+pUmpK0ETkstc07E2r/IxFmH1KNJFa7yfX2DMzZMK64SgE1g9vMow95WzH9uKc1BfcMBKXnd4HUqBbHIjozpk82+5Fa4G56E3dJ1p0VyjJNipKcrYWWlTzOY3TsJdGp3ySiqzA7ONSZq8lfSbLVLTFVFsrc7GCKQEFb0X73K6y52LOQcoOKbpQ5zHNikD1tVG0Lz/a6vudj/Cox91e4xtPdhbBkIEVuODwHkIXiNEiXorMPlJSRL2f2gx79NrcWBDWqhQsVa153uspO9tr5tVxC8dL/HtuKA8peCMtB5CiyepNo5uVer2dg2Dni0Zl8UmLuPJgS36oyr/YtmzfeMKt0zuItZRc63FeA1Hn4QEn7Lcjq6PfPRPWZ+OLO54VNF+CcXx7zcWDKxyBsjeIPRfNC5qKqQZg9oWpNvK1tdRZLkkbjEynIWp4p461FZa195t3g5X5Lwbt1uKhKiCuFzIOK6zsM0HJxOZNIWZrjwM33yUOSWl2L3bRqbXLV980BYtc+yzsvaxKCF4X7Erqs7RwzL9Gd12GvHivRcxaoWeVrGfL8nG4UEAU/XEVyn681WyeVVRkbN2ooVef9Xv0GaGot0iFwgsHsmZtSxkBtOyn2SDOoa/zTcNi7LjMV0wykaUllWQtGiNtUggs9fwET2hbTsIppegONZVMmzyTJLXk9544DDThVCfwUrTtmDISPdInypOtIgdRJanlqted6DDiQ4cTaOOCRKHJ5gW0aPR6IkQfGZxocGMXLUhSv69b6v3iFw2crmHMLJ22p6rSyTlHIXOZlHPQl55GGjrfUUR3xbU4W8cVmUIbHP65YzY3VopAWJtyjsBIWQvGGBQ+NySBpM6/TBp6KrtBi7ZRvYfcjaXeR8Erklff19d71MPSkM8pE6JHukC4d0S4HEiPLomf69g/eIRfrZRTZWgao/KJZoNEd4jPmJ8Zb/d2zcuqRnlV2VTjSgqmcLSFN3rdSCybGS21pw6AXDcSQeXm2upJukhXpVIM81ckc+B5VdVL5doN10ztpoJE5eGU0dCZMeH2iXI5Uh5c0l9e4n0g/8qbNO2C2EVkGfGN8ujUU6hRhCg5VTZFP0c2OAdpTOpv4x2+DZSVtuja0yWhU28qcYYaLxpYZdxlJN+/YPyVK9qvvquhltHrXFI5TAk4avFdY3EmKiZwhvrhI3TgRnMlPxvIj/aUR1cM2wsCHenxBctXXiKEMKtOndW8c6vREMLhHVDQPENo3n48K2i+BOPOKzf43C+/ZVJkUYSgVMg3q4qoEvjAJNIHuFZ2k07inS6w3vwbyqXycPBOHXrtgXTWGpGqZKhw85CQ0R1s/k1KXQsSmbIpsgLkUWW5oL42daFotDhyMxFP35d1i+wmwkvHuJNOiy1ECbdmaQ4cjqcLZqRmfw/hIN++3loTDm2f6ltRn+DtCLFDGlGO0ZC0yElQHl8RXzrVEMtKHL4adec2aA4M+6zFJRwmM+MaYbA8XtVIksvcY698JNcEFnFBn3tGmchoGweEJJlMIUum9S0MI2GzxK87/KCqmjxNME76u5Ln87PbX7BuX9Dz7BV5kxBwnaIz5WJvXAOVo88tOsuCckcd63RTwyVFFKFYGPcoFbwPKlluO13Ah2x8j8mKWC2Q/aqF547onnjlbqRE6xpSSZxP54xlpPEd+zJQEKJv7BR6lmHB0i/plus5vTkcLYxbVBFEN1//2XDPaSEulehqKI1spwOXCChXA/HukRpRrhptJ9aC3XMoEgLK0XJmhR89bhGQ44I/amm6QIiRePtYjyka8fty1AWzbgAqApis4DclkpLUa4Fm16KSl/dVhVfvL1svraVE6w/WCbVNZXL+msnkalRBNkdpEw48pSjyHrw9L57ZvkHEWkp9MhQ26EEkoYzpYIa5m5CHe1X2fP6MMW0JZ4mLB29w67kXDRmbcKtJ665T99Qx+CZQpqyBkWaMN20ncp/UaM97/CIibaDdtDMSlWu+WxtwNxb4PpEfXBCOVxo98tYWWUXcjeX8nUgFv1mQY1AEt3o91Q1Io3JxUibXNv4bl4qODsLD3X1uRI25EFDFaZFDnIVOwHr/pUKuHjZfweOZbPvtx7OC5kswHr1+bv15bZmUKv3tk+52usb60n4Oq1UCJ4dUaEu+djWduprcDUkX3R59/7rDDfoekuWpzZ+bNFlaimgrqrX3KeqqWQMG54nYCiVnXEdXBKQgeJwTxEz6fBd1kb+70Ym4WpEfOSXSXn9mzINk9sQRK1J2FhIZnCIttc12HV0CLYb2TomY+zQvCNLnGWmiDfjn1zrJr8wfRFD43bKk5HzQn5tcduYSFTlA9N4ZAgKyaHWCrjtx72lCR+cXpJJJkvEkUz8VBlHF2VAGZBL8EPUa4XSHGT1eHFOaaH1HyUL2wkYWM5lb2ydFuVeCesjsNGeHLPo+wRvvR32O3JGG7/HmBd4raVJSmBV1ToQmNITNEoeHiMrMB1vkKLh9xJ2stBicMgwT9FrwxZ1KdRvXsE9bADZxzSIsGctIccLSLTlpjgmLBV7MadkWt3lU7pJFCBD9U/LsOb8oibZFsJZpKvjbR/gXT+C0w7VR269zUVMLBG3nzHJjVxESh2sLNGqn4L3GGDinbR22A5ysrJVp92ifFE2tHK/azinMs+ZTIEtSVMnIJ7oxccproXK/LA5EOXGH9ywpayvIuCFSzL7hukOx8b+korizESfkVAypLNoO26Z5cwBA8pTRnoWkxGI568kPrsjnW8q05+z+m+ymS266F1U1Z1JoCbp5Ur8k8NGTx0Q662HM5DYoGPvYwlUXUc3xvMM3gdaSyREobWawdphbRHjxiKYNWoBhReGjvRL5H+4Izy3VQDAGvb+XppC8Jt1ujxe0i0CZCvsm0pwkUi7EkwVp3yNnj7gKW7rRjEkXomaO1t6d285ZWDSBG9dSuJ+Nd97w//KXPBu/lbG/HHj1nz6YybDqAaOcCp1YVRrsmnhYxLw7LLKgi/V+enoCqq9zTietoSINtrPNpl4Z0sGi3nw0cCo3dlldN6Wf1M1z1NfPplkYd0REF7z6w7roV2fSRUT2A/54oYWKsxyp4LRgq8TJSlxs/CF7pS4Mo+1oe20HMWQl6lW7+X6Cx3t9X0tFRqA83KuC4VLjCBzatoqv3MbfWqlq6rTTxS5g3IcC2wkx1Eiq6qquSBXCtaTxcrmnjJNyN3wlaoNrIiEEOq9mcVOZSJKoySr73COoMmhMI2O/Z9ju9FwGR2gawo0NTdPSLlesuw1FhHa90uOofiL1fFXOTCrk8z3pckvpa+ihw7fNbMPvFg3h1hFu2c4kcSVnatHjo6marO3hAFqV3ZOFYl5E2sppCIsGv17gFy3OeZbNijZ0xBC5293hZHGDdrFkHdcsXMcqLgmxIYZIiI0WgemgJnIx4JZxVqjIdlLL/YuBcj6oxHbIek3NMdqfLubcnnBnjbu90hTs1hva4c3jxc98l+o9NHOj6jMT9d70mxZ3bzO/n39ujX9ug7+1wt9c4U9a3CLi1q0Sl+t97GoGFzOpXQm4hrLOvBU5FMrOzTlqGDIxu2hfG1JRgVSucaXK070BU0Q5d/iuBE9JlsNm51q2o/LlhqScnsrr2Ws7THLW9PmrSe/z3YQ/H9mPV2yaI8rCXzPxzLNfUBny3Aobz3rSwx35YiBdDOR/fkb5/CVy3iOXI3mbKH0mNIEQHLEJtKuom6qHO7WvyIJfNfh3nxDecwP/7lMwHx95cIWcD5Q+w26E7aB8vUbRZWet5/ZowfLGgvVxx+Z0yY13nXDjfc9x5//9Eifvf5nFN38VJzdu0dw7pXiZn2+ZspK6+wRjoWwn6DN/+N/+ekL8yl8SK2D9O/nzWxk/+IM/yDd/8zdzdHTEnTt3+KN/9I/yyU9+8qnX9H3PRz/6UW7dusVms+EjH/kIDx48eOo1r776Kh/+8IdZrVbcuXOH/+g/+o9I6emE85/+6Z/mm77pm+i6jve85z389b/+139Lx/oMofkij7f++RPAzeQ1t2yQfqdoSRNmwp8z6Sje6yJc9barRrkDuVjRIma8ZjLi6wZdtf9ri4cMSedebxk5jckezJdCwCIOlNsiNRNp1c6LgDjU+dY53Eqh2colAWY1jkwZ/+KRvs7MAFnEOZJB22dOe/0mdxUxpZKF/mlrRzT0z6SnbjKH2MZ69DeXuvNbNbg+k9+4VDQmCW5lsmXviF93j7huSZtGW3p7Q8MsG0q2k+66G3P/9e7AHarHamGVaRqVB7obiKvWTPl0IfJNQzuoG+wkE664GbrOaIElCEkS/XDOKiyIrXFAlp1ezy4SAOc6TrsWX4m5tbXVBT1eM/RzweOmzFgGYuqQUvCh8kSK+hF5j++iEktNwj0XbNU51WFJzHpO/K213n9nO1XgVQ5VE7QgchpB4Bctq+Iou4J3RxytTwhdi4hDQqZpW7wLFvvgZq5HJavXG9YtLepiUNSQETWJs9aPWzZK9M0C60YRzFRwp0vcrSXuqIGukkMVnaQxnyGnaJAztZL4MvNM1BzXzm8bFDVqsx7fmJHG7uGCtZsmc+c2LpohLrrxODyHrj6DwoE7Y8+kqwhjFQYEN4drPlXwWMr2de+Y2SvGMVsB1O/lnN3PMczFrpRiCHDWVu+Q0P4Lxg2ZYHAHOfeY1OMlC0E805CILnB8cpOwXpqpILPajDEjuxHZNEypkN7cHlrK+1E/1/KvXMxIGaH1dKtI9I4MNI0nXY3weE+5UA4YL25wN5bm6gs8uNL571ce6fv1CUmZ8rlL/PNHSDB0DYdrHd1xx2bdsWg9GUcTHUfLBvfcmvPba7plhJc2tA8H+ssdnE2Usx6/adWjajJbiyyUlPnqb37xtzjbf3nG73Y45f/xf/wffPSjH+Wbv/mbSSnx5//8n+fbv/3b+eVf/mXW6zUA3/M938NP/MRP8Lf/9t/m5OSE7/qu7+I7vuM7+Pt//+8DkHPmwx/+MPfu3eMf/IN/wBtvvMG/++/+uzRNw3/+n//nAHz605/mwx/+MH/qT/0p/of/4X/gYx/7GP/hf/gf8vzzz/OhD33oCzrWZwXNF3m060YXzIWiCk48/nRFicHaBHIgGQZv0LDoZLds1GDO0BExLovkoonSVa68xdoxNus5tEDYD3Omk+uMr5Krrwxzj125Bn5GW+qxaACmmzkl6p2BToSNLVJmjOXXLawbNb/zNtGOOlnO6XrOMaeHa3SSwfOmCElF/7sYj2Y0WWpVrTiHW9r3CR7XBORqwB0tDiZoqRBeOaV59wkyFtpbaw2jW1uY4pBwUV12JWV7Xw48CBsqebVz2QaNBTDuk15YDbj0XYvfebKon8nEqCZ7LtC4ZibROhwNQfvdGF+p0++pCeWO2DZawLSKapWUZ2v/2tMnKGfAdZG831FSJkxZs7VyQba9Xqe2QZaNpmsPkyKBQRUu9f5ylgsmW03XdrfW6iSMcpBkNzIbogUtgCiCrFri5FmHE/woxPXK6mSnxXgRlbzb/Tgv5vXeFNETXNES9H1LnygPr+bWqS+Cl1YXuI0WPw6UsHzU6nfwaCEzoxT2nk7bIfP720dK9bipvk/19R5TuzGrdZSgrjep+KL2A3XTAAf+RgX3xP5nyofnCpS3FYOhSZU/YwpFhDl53tAxRS3tMypnzD4PRFsu1d+pFkw2L0i1RSjA5aBIZBbI+QAEFZlRYMlyUGI1AddGYmi4u3qe7rlbuFWDj4oqaSo4lh4eyPsJt0vwpGfeISVmfpxfNtrK3k8sn7/B0XGnx+nNZfh80A0FkD9/SQgOTha41uNjoLx8YgW6w99eIo926kL95gXxX7uLm68fNIuGdtOw6AJN9GzawLINrJeNmkxuOh7cXLB59ynD1cjZG5fsf/E+05s7yqM9uAGbFCF64iunpHcAOvPlGP/r//q/PvX3v/7X/zp37tzhE5/4BP/6v/6vc35+zo/+6I/y4z/+43zrt34rAD/2Yz/G+973Pn7u536O97///fxv/9v/xi//8i/zv//v/zt3797lG7/xG/lLf+kv8X3f9338xb/4F2nblv/2v/1veeWVV/grf+WvAPC+972Pn/3Zn+WHfuiHnhU0X65x44UjnfC6QDV689HgaxGVKXqdUGbfA5j5HjMR0BZ5Kep+Oe8Uk+7GnKmBZpXDOMFkmVAO5elUNEbs/fpkkLmqaVwbdTctWGyC2uErJ8cfiMttxB91at0vimj459bMOUpVoVUh6mtDnDuEDzZOJ6ypElZ14mUqyFAUIRBdKMuQdSfFnhIEd2sNT/YWW2DZMkOGVaT5fbdpjzvG6IibVs9H48lXI2xabX9cDFpsgc5j3h8s4+1ndcFrTjaMb54RTGrvgp/Pk98scGee1rXsZU+STBR934VfEEODxxHwhNAQcBSEUN3RxknbMMj83uAow6SLZRMoZ70twJjBn8etOmIfSdOEzx04KPsR2Y8UB77LuGFCLvYqza7ITuvVVC94swAA+gl/Z6O+H4sIIeDHjOxHXNco+TV6KFr8uK5BnKMNHtbqaOyTGjLW4/OrVtG9ftJW1rLVYtYr8uCeUpOhiMd+0haoFQriNXsn3NlYkaMFv1tGpI3mqmu7+fpvtb3kmf2EahEqIgdOVhGoxFZDtBB0BnT2fAQHedLvZOiJa1BDyYriBQdmyDgDpJMVFebcS2sE1k17KKCq/UKuzyOHNu61Qq8iuFKNIw1dmxOlr++uraCfjS+3k24U6nt6hyQjfUd/KNa2mo3mjxaUXIibFf5kSXjuSAsnswOo50+GjNuOuEeesptwll5NQZ/9TaM5VsHjvKe7veT43jFto9+r8Y6zfVJk98Vj8lAorz7GXyxwb24pssZvHHERSKnAWjlS+eFWU7z7CXes/lvOcsXioqFrAjE6muhpo2fRRaKd74ULfM3zx+Q7R9x/vKO7teT+rQXu599gWjVq55AVNXTHHcd/4HmG/PTc9ZU8vpy83vPzcwBu3rwJwCc+8QmmaeKDH/zg/Jr3vve9vOtd7+LjH/8473//+/n4xz/O13/913P37t35NR/60If4zu/8Tn7pl36JP/AH/gAf//jHn3qP+prv/u7v/oKP7VlB80Ue7bIxP5kCcjBYq20JZ9JFAdgnnMsHqBtmWeu8gxNUpVOKOqVuRy0GFsrspw0m18YmuDwXOUw2ASbbQRZDPyqHZ9ke0Jjawlh2WkSttT1C9LhNpwWad4pS1N3xdtKFL9okXGzhqguCt91oX9UrXo/B+v7zf++TGm0NEwSTd55Z22SYKF7w20R5/Qx/vNTCCF3o3HtuEJ9bId6zfm5NGjNhoQZ5ZaEhkjzcI1c9VTaMdzhfzPnYFhhx87kJmyXNRW++KcnMDL0mpEdH8JHOd0xlYmJikkRwkaXvcEGRmiY01KgEnFNEqC5mddOfy0yElu2oC0lAP9PuJ+ccLFvdYF92TJMiMLJeUHYDedcjAUVlspCHgRDNLG/VmWmcEojpPGG5gOMF7tYSMvjGUxqvCdqXvV5HUfKxOHCG4Pg2gmiR4dqIDKrMc9bGYdEooLAw0nIT9DpVmKCSdmuwqGOOPUj9SGjVMyfc3BxQjYqINBWhsJPimRfs2lqrvkJa6clsDzPHK8i1gmMuahyINz8TW6FDQKLgit6HXKe8mOWBFjLXCrTqp2NhqW7ZaPq2ycqlDbO5oBZP+XAP1CEcSPAz/8fbd3Nm1mnITLKWQ5HD9xuUF6LRIfpe4jmQsoued5c16kEDXIOeyqMl/rhTtaJtphTdq4iuU9uDaadFaBcP79t4be3We2DZ0JwuCVYYRTO6DE2gubdGDKX2rZG/h4x7uCOnos/xw51ZFChElD93TnzhhrYWg9dL3gTCItJYUGvwTn1xHBRRVE83K9peaYIjrlvuvnjK/uaax//nZxneuNLjD46jf+0OR99wl/QOKWi+WCqni4uLp37edR1d95tL1kspfPd3fzd/+A//Yb7u674OgPv379O2Laenp0+99u7du9y/f39+zfVipv57/bff7DUXFxfs93uWy+W/9Ls9K2i+yMM5R7uIDFfD3L+XlA47wqXxOraTTchqHlWHGCFQiu68XIzIblAeRynIbtRFpKoawBKcOUyawGxUVlUeuZpkqWLJx6A7S3MDxTkjbEbcGHDHC2TKxJsrLaTq+1afmCRKTu4aSMwtEllbHlJjxcSYDsdUzf0K6rPiUF+Mq1FJgKVo66rPlKveCMYFjlu2v/AaXbsk3D3S82Y7q3Bvo4qgVi1Hy1QsoVgIy0gySJnarmoCssfOl9dzb94zYqRB16rih0dXyjewxGhp9HuLFFrfqPtvKTpBO4/3geADXehwi1a5LkZKdlUebsTbeRFsopkZFtha0TNM2rIwIrRyrzrCekE+T6R+wPcLZDcwpUEN1kSTlNXEz6sku4nU+A3fGhJzuoTjVrkqvS5+3jn9jmNizsTZRPyRKozKxf6Qln7ND+UwpVphEYN+z6aSkb21YdyhvWdtGuf83AZNacSHSD7bEl64oYuxAxeVOyLRG8LjDkokp3LxygdwRnyXGrhaeSXjNdQw52sZaxyOp1iBU4tN75GcDqidcK0we/qvc7Bmfd9oyMymUx5YcCorBnJV+NU2c+XSWGvJ1RaTfU4tsOd2cRGybQII6L9NRQuDXTLXbP3+ri54KyPHT6L3mCnf/CIqiTj6uX1MVE4WGPI6ZiXO2jFgbWLXWFp261Qt1FaTQDX3dB5K0bwyUKXZog2kk6VKt1NRxG0yN2EReLxn2o/w5n4WGrCM5F99RPzq5/RcWMs0LBqa6gJuPjgiompSO8dDTnjvuNxNPL4YwDm6VaREx3Mfeg/paqT0iXjc4VsNX726ns31FTy+WD40L7/88lM//0//0/+Uv/gX/+Jv+rsf/ehH+af/9J/ysz/7s7/9A/gSjmcFzZdgHN1YMFzYbnc2MSvGX7De/JBnVYurAXZV3RC9svudU/JkLsqPeLzTvnbTHnZndXdvuzFxclBSOJhTs53xaEwZVPpRJzRkhtgFfb1ba2JyvHWE33SUwZxRo8NNQLDefZ2UzQCuOhA7HDRykJkLzP4iNjGXIrrA7AtyNVJ2g6biAnK2U6TpstOJrE/Ioy3+625rRtGNlU7C9zb4VUMpQmwDuc+kvU5UyhdBg/cWykGRq0FJpi5rtEMNxBNtlczXKnr8sqOEnZ4vy7lyTUQu9gyMeDyd78hSCD5oEeGESINbNNq6SaoMcaM63eoHOY2pMJ5JbdmQMuxHSlYTQb/2h9aBOHzjkNMNoZ/IgyrV8jSBFHLK9GUiukATWxKFWLlQ1RV4oZJXf3sJt5ezR5IM19CCLuoavgr6+ptL3D6ZCZ7GQcik962z8FJV92S9p6PXVkUWXOtnObXz/tB+grmtKFPWCIgYmMpIt9LWByIGvBiqGf2BlFvva3doF7pQixmZ4xPmdsxoWWK1AAHjsjiDFFGEpia412dm/h07OdfoFTOtJriZQI9Jxd2mhZNOC0bvCG3AB+NSFW+dLysuausLmKM/7J8PhZ/enyUXPUZxkBL4cFBVpXzIR7LjlkkUVV1aoYXdCx7ccafP7FTwR40qiNowt7ep57FXxaSCSgV3NWmrO9txdRFOFoRNCyIaIOocZSpMjRAC5Kwp7F0bGBaRdq0qvNwG3RBNAlc97BLuIlMuR9xRozKEdUt644z29784txfFzikOkiFxKvQUcha8EX+yCMNQ+NznLhiGpOR+D4smEIPDH7WIeeSowl2Y3iEIzRdrvPbaaxwfH89//5ehM9/1Xd/F3/27f5ef+Zmf4aWXXpp/fu/ePcZx5Ozs7CmU5sGDB9y7d29+zT/6R//oqferKqjrr/n1yqgHDx5wfHz8BaEz8Ey2/SUZJ8+tDlB0RQgETYW+GtXye5gOrYXaCrn22trTL4OZ3Z3vzZ/FFpKclW9RFVGCLtZt1H69E1NkmGR21Wr7oYhFBfRKCO0nyqCJzYyZsuvx6wXkogF1pp6QKZs3RzayrbkUWywBl6Mqjux4ZEhqbFch8bFYW8xkk+YQLNtxzpAq2xE525GuduRh0sBF78ife0J7+9RC/RqV1da8J6eIR5ky/fme/KQnn/Xk/UTps8mgg77Wez3vKR8k7pM6p5a9HUcyb5ZqRFjTmLm2Kw8aY4CDhe9oXUvjlAwervco2oiLEbdeWEZQO3OTlORsxHFbnMtu0Mk9mclf5VkZodVvOsLpWt93ERXFSGj0Ahou6RsjpWNIXy7qQyRowblpcevGFrt48CtJarJIo542/tZSF+Z1qwRzb5YDNQg1OHOStfvGTBJnqbCzNk7wuqhW/k61ESgqFZ8k0YWWq/GKcPdYC6FavAjWtuKAEtT34ACdP4XIFLM5qL4w1bixcslqa6gq11p/rdDSQsOlipK4w+fVzzJbfionv4hyPhqv5/TGkrBuLXTSijmnhGVfyb0hHBAHq62w9qTU95yRWrFraF5WtdiqfwoHC4RklVA1MtyYvf/SfHsWDWw6OFFHbX/c4p5bw41OVYSLqC69NU4hi7ltT7itKqNEbJPmHWw6/ElHc9wRjlrC7IDsZsSkvlTrd+XJ+FrMLxvcWosiWcbDtTJU0S0bxqzmmHjlBvom4IMjT4VpyoypkK2wKUWYUmEyUv3jy4FHv/aQ7cXAOEyM+0QyflUTA22jyIwAw1RowjtjOZQvwh+A4+Pjp/68XUEjInzXd30X/9P/9D/x9/7e3+OVV1556t//4B/8gzRNw8c+9rH5Z5/85Cd59dVX+cAHPgDABz7wAX7xF3+RN998c37NT/3UT3F8fMzXfu3Xzq+5/h71NfU9vpDxDKH5EozlIpplOTjLJxJxOBfgcqBUJ9xKvCuik4gzQ60pq59I1h2muKBoRxPmz5DoZ1IoTVR/CVtgXD/BcjUTK92yoaRsni8T9MqLmHfPWRBn/jXBq7pq0RryMs6EZMkYJ6gSWs2LYzBouvOqwFo0umPskxrwXXcCrlk9RXBDOeTOFNFC47JnHHt8CIRdo/yR0xXhzpEWbI1XlKpVnobzDlfVsFNRTxPRMEtpvPICclFTNe/mhc7htMUlQaH1MWkgIg5c9RTBjjMha1tAgK5bMvRbHI5FWJBKUkM7zOgO61TUFPWFKs68c4pMeWfqK+W5yJiUz3S+UwLmSaPnZWOp6lIQcdAG4o01ft2Bc8ScGR+da5vTN8TVShfRJAfkp0qA96O+3zJqwRCNJOymObxwRieWjUYMHHW62F32+ud4aW3JgjQtpB4mzQVyfXWcNldp0V27a6I+A5McTOGCV0RsGPHBM4bMyfoG4cXTOUC0ZlrJdU+ZWpDM23IDLYoJWWeZuFiQZT60dWoRYgqumVNT37NyRQz1dBWxvFY0XefsAAcDyJVlAm0a/Im2MMTy1gC7Rx0+eM1VcrrYU9+/ok4zQnQNZRJtzc7HOftBlbmt7JJYaKXMPBzXBri11GuZMzT6rM0Oy2NWh2aLVHGpqD1CDGpYee2ZZKqzTj1OO+4u0G06fBeJIpSFAGZjIIJ1nCq/Gu8dsYn4xuOj12PuzLjwpEPOhrnYFNHW1iCDzmGVi2jPVBoSIIToaaOjjYFSHEUyWUFE3vr0E/pfegv3++9qW2nVcLJqeHw14lyZeUkisFlEVV29A8bvtlPwRz/6UX78x3+c//l//p85OjqaOS8nJycsl0tOTk74k3/yT/K93/u93Lx5k+PjY/70n/7TfOADH+D9738/AN/+7d/O137t1/Lv/Dv/Dn/5L/9l7t+/z1/4C3+Bj370o3Mh9af+1J/ih3/4h/mzf/bP8h/8B/8Bf+/v/T3+x//xf+QnfuInvuBjfVbQfJGHFOFT/+A1LRzaOLujurY6t+rDLqC74qKoS23LuOiRRQNjomz3EMIsH/b+YFone4WYyzCqwVrXIONEudrBjSPCYC2VoxZ3ssBPGbYjpW/V3yYp5K2Ge5Wo6XDrBTJMxOdPFUKvbSJbzAXUswONBFBjO9s19qp84XJQ47vgbF3SnbAYioTwdH++vm9W468kCZ8L026HP1oS7h3rAl3DLAFpva1TgnMBX437qiOzTMr9WUZFDVaNGuUV3eWq94zXBWMY9XjQYkNl8llbJ15m1EYnVUdcLlheLtiXnuAC4kXTt/GzF4siLx5azC0Y5R/UzX4usGy1ADJ32lxRg6i7RjrNpcL7mX/jT5YK1VvxEaeJuB1xXavImoDr7DMNeZGorUu3ag+GfZ65wJS9XQdzcPabVtGwNhBeOELe2s1hqOK8Ejkbf9ita3WMNEm5Ol07Fx3aTvXgshaMMeBGoVz1SBFa13A5bdm88lW4TYPLHJCRcA2pqZywuubMx2vtmCrBrfeqIVyYbwveWiS1dVFJypUk7KeZP/QvjPqzmhJ/7d7hSNtLznv8zRVx1VJytvpHCxDnbJH34L3yfiTK4dxd5xfVYEvkGh+uto0xZaDoZ5ei93TdFMzEZLRdeLwwro2HxvLgorWEOy32qpv5dU6P5j0Vi6OQOczSHVvWUkWBGo2DaDrL+yp2vc22oHJachaSnUPvIXZR/YfqtauGnLlYTpcD5/ED6rp9jQzuTRkqRZiK4EOgj54mZkMfCmUSRhEe/aPXyJ85I7x0RF40bG6vuHnc4Z3jqp+YstAEz7qLLLtAV3Puno2nxn/z3/w3AHzLt3zLUz//sR/7Mf79f//fB+CHfuiH8N7zkY98hGEY+NCHPsRf/at/dX5tCIG/+3f/Lt/5nd/JBz7wAdbrNf/ev/fv8Z/9Z//Z/JpXXnmFn/iJn+B7vud7+K/+q/+Kl156if/+v//vv2DJNjwraL7o441feZPdk73+JZcZ3XCN9p7LbrTJQ6HVWtiIVzgV5yEnVbDkjJ8S5WrEL1qkqZ4lBZcK+XLPVCaayazPjWQnw0S+GomrbvZtcF2A59b43Ug521IJw87mapUvLhUtEFH4ech1rTpwKOqOP2O72mtQ92QFwcVIOd/jOs0ekiNT2wyGgojgstVwjoPCCp0Mu9BpXlIaaHYDwRQsHnTyPtYJ0NWNfHTE2tJoFQVj1N2z7CbKViXR5dGVSZIDPqO75IzKQm1BkIIWk9fbgZU0bHC1ayPtak3eZpzzBAJFCh3doeUXlR05t2iKFrEStSCg8Sblx851wi1bRXNM3eO8R7DtZm03OEfZaivOnS5pUkFir1k1bcSJEslpK/JUfzertwuGOjmPmybKLiHbARAz0WtwlXfhlG8R33XCeN7P7bE5fR1M+Zbm4/KLzcHXpd4vYzmgLEWLybJVdZYXx1FzRHjpVM+VFSS1eFSjQqtjKl5eVYCl6PMyv6AOdyhkGttIWMvFN14JrXY4OEdxogvqeK0oQNRjpaIjrfVN/OH7s4y6WQgeWQVCzS0yWk3JaoCoXUinqEQBKOYjYwddvY6qH1MteKtKMQs1WXou1jK6McqinJqC3i/eKX/n1vKQXo9AvGb2VwSZAtVhXDckVuibYEFG5XKJoIhxJXubyk19thR18k7bj1WhXsGlesnGlGdLK+cdsYvkhU0Ao1CSOltLAbdu7Tx7eLTH4chkgt1rLpinTS7gYdwO7Ey2nUpBii5qT872pE8+Jj/e4t7aU54/ZtVFjlcNOQvtNbTbObh53CFP30RfseOLRQr+wl//L/+FxWLBj/zIj/AjP/Ijb/uad7/73fwv/8v/8pu+z7d8y7fwT/7JP/mtHeC18ayg+SKPYafW9HPff8q6Q3KOcr7XgsEgflcCJWfdpTvtrTsxTsduVOLbvienRDs4QnVHRW+yNE1MZUByocnm6to1lH7EN1E5IW+pd4w76fBrbeGUGJQsKYI4rwvpc0e4LuByZztZfzDtMknrU+tGFv2ZZzY5BpRHsZssuiFRiuBb7QmpHP0ar6H2Zsy/QhwQA1EcbSlMohJ1GSb1OSmWbLyssRGCdzbJzbb0BqkPtvs9H2Ca1GV4PxDWC5zlWDksLmLK9t0Oi0ZJieCDIhs1c6iY427wxNWCxTAx5QkfPKno610T9fxV19o2HhKkayE7TbgbayNje0VDxow/WWkbLxXcUYeYYmvO1yqF/GTH/q1HNMsljTjcZqHFT7XYLxwW8mB8npRxoVM58ZBxC3Th6zVuolyNtvvP0C70YhZRJG7dwO0V8d7GMnc84ooWsW1QNde4V/K0Qw3+pNYTlr+V1RcIOLQxsiIAxTviaoE7NmuAXJDAIXTSoYqdeYW0xdxnfRZqAWBtR3BqF0CAJmvF7J0qu8zc0hWuScAdnkJpDQFcWIL3mKEk/azgtCW4CNfudacp0Et9VpqThaZMG1leKuIRsGIOczIWbR/WwqwWLPWZqt8nySFUFiDNfafDeRA5IDbYZ3mnqOzp4inTQaK2oYJx9KYx6WbjcrQWlhWSVwPlctC5wxLOqxeVC6ra8tHDMhI6M+Dz4IMjXtvwZCN2lyK19qJaGPjgiQuNQihVyfl4q+d91eC9pxy1ltXmTAVoRa4cvrskKE5IU2Y/eKKpxPpUeHz/Cjnf67N8/4LytXfwXlG5W8cLplwYp4z3qsByOPI7hBT8LJzy7cezguaLPG6+fKr/UVsjkxnPbUfKdjCzO11AS699YGmMr1EJk6MSNN1O84Aa1zJNA26MhCbiNh0yZpXpJuhlh4tLRIQoKsf2COObZ/giROfwjVfflhgOYXn2/IbTNe7WypxTVRGEeVDUbCfgoDKpW7DqUFp3ztjPRpW81nRfWTTKufG6SEmyRbqetFm94tQVtgiNg7ZYiveYkc5aY+tWZZ3edu6mqiip6GJTORpBkYnypKeEjHzugpJtp1cEvOAw6Xopdbtu3BePC0F32MUiGVKe08xd8EgTiIsON2ox0wSnxYz9Ozg9j0CxxWOGlGLEbxaAmHxWkEWji+OYTP7sKfu9SlxHbeXIfmL75DFX2zOOdqo8i+sF7milZNqCusEOxpWoBIY9hNOVnpvdpDvtpKnMVAK0ucuCthwcKGIxFCWMHilvh6ngikdKxq1afN+Rey1eaaJyH4pDgjeStfYxXOWfCBrrYN4qOSf88VJRBUNAXDZO2VNS73p/Va6LoTC1T+Ltu4qoGs97pJg0uInEGpJYr4EV2N47xHkraCKsgSZRud0yZEUDj1q9p2rra9Xij5RoL60nGG+m1Pu6cnfsHgUtNnxQt16pC3NVNlZeSi1qkpinjByUkKWiR8zPoJusNVS/mwN31OJXzbz2O8AFVQfFVlEwbRkK05DnmAGSErplVOUhOR2+Ry307PzSBUIMauBoXjDBKaeuFCEYsjbHytn/Oqdto9gqzzANSb9XKoeCsvH4TUueMj4Evb8mJfhLRajQL1dyYdpPbEU01gtHQhhfv9Bj3LTI5UDuJzOMFryZ8TW/zhn4/99UTv8qjmcFzRd5bG6tDgqGZLDqkLSYGaYZDWDKanVfCYqAVHVHMhOsIizikjGP6ui5H/GdGbZNidBEyjgxyURTIkkyaZ9pjzb0Z+fsd5esug2uUxg33FmrDDN6JASdsLzDPbfWhbUuyN5RLkZFFWqrA6z9gk5AVjjozznsBM3TBu+haFIu5l4qoe42NQqgZsWIQ+XpzikZeZxo2pWeh1XL7BUTg5J8l40uNk5XnbSflGiNHJKXG4883DFeXRE3ay7/+et0QQ0Na5utqmLmja8ILDpIGV8KpZ+ojMZicQLqI6OFobQRL0LMzlKuzaMHN0vn5WpQlZFTcqsrotyZRTQDOpXPuk1zcMd1TknV+9HOUyGNE+nBE876h7gQuMgXLMeeI/88/gRFS3CH4rD1ikTAzKUClRm7UVuBZdQCxjWBst2p+d+MCIm14dBjqWTmRYA+z+0Lt+nw+1G/36JR5Rjgoqfs0kwiZkCviQjlyc4+N8J21Eyp6m8UVGUkjT/YGdRRUQ9gllwLZuxoF9Fr8Q4grSEybdR2LoK6d8thoXbg8IQG8gotGBpvhcOoG4Cj1ozoOBzPcatZU0BcWEBrlf0bSuGiefGAPrPu2u9XHko2tKtc4wEVI8uP+ZDzNJbDvZVRYj7opmOOT9BnhKOO0EZKUUm/iBaP3nt853GiUuWSC3mZKCu9bkymXEyKisqU1Txx0c7p5nNr2K5PRV2Cfa/g3TwNVOLzdYDN4fBeKNHjrcAaB7sPVxHp1NcmtIGcha5ZUMZpLs5KKlYY6nxTUiEPidQrEt12kWFKlM+e4+8d4Y9ayqMdvovkUrjYjdw6Whjp+1ApiwjnFV3/Ch+/2y2nd9J4VtB8kUdoAn4ZdYfqUGfOwYL/clG1UdKUV3EgOeNpwJuxm6BqHyPqenFkyXjv2acdm6G1iAAhuIbBbdmENVkyYx6RPOAuHefTGWOZCOKJjy/xmwUlelVFVTkt4G+szVZcj5smmKdMOZBXp3LI0Ql+9hRxsXrXMFMZKnfCIUinLa6aeq3Fg4ZiirXIpA24QTkreOOcBE2PlpS1TdIGEMGfdLibi1nGSXQm1xXKlA+EYwcMifzggrGZkF+8YPv4MbE7Jc4zq0HZ7tpiGBx+1WnSdi7qv+I9ZZqsZlNzwjl80WtrJxgJGO/NEDGr782QKLueqlARB6SCXy71u7bNzAuopmE0ASeiSdTmVFxKQnYjD3dv0eeBjawZGFmifiKuEqI7U311YTYu89Ej0ujOV8Al1NTRjBpZRNygBZpbNDMvw/dZ202ThgPmR1tC1KJDaixD8LijDj97Iem1dY3Xv1uw5KxqK6ItrrOdfv8mELoOf3uFVRZKpG5ktvt/SlVUF/dqgpfs/4MVKNFaLra4+sZTRKzg0Peui60Iqo4zvo2zQqhUVKsWhk3Qxdw8o7D3j4tGnXudvodkk1hX5NM2Br6iTvW4K+EZ9L6bsnFlOBRp2dDRGoPiUIJ6tIOuhZ3Igf9Sb2sPbFrlCiXwRWYEE5SgH1o1bcxjolm3DH2CS22RljGZx5RtOi73hIXJ/BfGDbM0eOe9Ev7t2QiG4Dhr51YGlKI282OnRY07oEYuOC1knBKpZRFnk8HYtMh2UiSqiKE2+tnOmxkoQu4TacxMj3eMu4ny+gXh99+l6wLTc2ua445hzLz5aMfppsMjM3KmEnN46/H+tzDTf/nG73Y45TtpPCtovgRjc/eIyyc7lauO5ZBqnQoU3QWVlLTg4ZASjIiiAiKW+aMTXHSRsYwUQyrkSk37HLBqlIR5tbtAgEkm3hzeZJ/2HDUbBibK5RNuTTfJDy4PCh/DosOLpzjjQrjGK9fhMitBTkyeXZjzfVSC6ue2lZslpk4n5OBwopOMa6IqKyqpNbmZE1InYrmcNMl3mHBLlSm7dYffdAeo3TncptViZt0qIdEUFlXxMOf2TOpHku9fMV5uiQL//P/5BTpxDKknTo3+vsjcm69kVbdeWcSBh4UiYeyVnB3xSNRWjIzaStHgSXett8/hu41Zc4r66Rp3IMw5Szh0MjbC8SFA0MG+zO0frAgadjuKExZxQS8jHke3WuNvLHXRDX4ujNxSrellBJeNn9UaalGsZZS1FeqWEdkH3NHisPs2JRjeI2cD5c0ryuMdIh7f6mskaEvNLyNyvES6RhfC3aj8qSwzr0fbjSATpM+fHzhJKRPvneJPF/o9q6Kpjrr2X0+Yr9yr+Qf1/679XDAlk6j3Sy0o7D299+Ri/Jr6Uc4d3rZx2sIKHr8Mc5HiK2F4RnacRlXUa0dFYg6kZl8RGW+vd9e+YG1/mVnh/F3qJmKyVqCpr8Q+urbWXKkRIvY74jSlfKmIlMDBo8oiVcSUSE10lKLFjV9G8lGL2yVkl5CrYZavI0INAnWN1+d5FWflXjGXc7187lB8OYdH73uHdghLkWtf3RGCxm74JlA2nTqJC+orNSpxvmk73NaQk1KQUSiNFUOzcaEjj5l03pNzRj75GNmNhNtL2ibS3V7RnC7IufDk0cBnF5E7p0s2SyXJb/vEgyc7njx5ZxQ0z8bbj2cFzZdgbG6vuDzbqy9MEJVJW7YKBXKayJItTiaQx1FNy2oLBnQyMwJf4xpKUmkwXt1aK7rjFpFcEoMMtK5hX/bs855VWNG4hlQmTpYn5GGEy0FzeKzV4jYrzfQRU0YEbQ/IlJnr+DpZV1fd4BQxid6cR22SnuSwKNWiZtHMXjsuBiSi6EDFPM2aPp/vLNgOlWbeXOPXjaV/q9NruLmEG8sZhWARlY9Q36sudL2iX+mtC6RA/oXPU/qeyQW2aUscGhZL9aYRC6us6AtReR8zn8epgZdIoVDww6SL8VTUnNBacnMYoss4J3pcFzt1Y86ClAw4UhnxJr+VymOom+ssimRV1Ym5kblJfXfaruMk3mB0iZAnbsgR7Z0b+FtrvAWhapBjA2uN1/BtN7f18Jqd4+CAYlkkhD/ukFWDXIymWrJFMBW4GlTlUoT0+kNdsDdmInjrSFVNC0X26M2gcTKZ+6bTTC0vxGUkv/aE6ckl3b0b5LMt/nhF+/XPKykaKyhqf6LedxUpmXkTdsWyHIqDaiTnDuGUzjmNRgj192SWx3srqJSnrZ8nYorEigIFLLzVPjtYsSKKPNTF2WVrXTSKjjhxIH7my1QE0LmqDBNDtyxfay6E62Ivc0tWU9cVtXVi18t2584KB+XcVGRHfZqqsip0QeMHRr3/pBRyKjT1cRH9/gFH7oIW6pcDedvr85gy0kRVQEbl1rk2KAJU+Sd2uQ5EU0PaahFvl48scxjs3JUOntg2NCtFotJ8rNpKYt0Supa8UwfkGuuACCVgZoV+vm9848mPdmx/4bOs7j5H4z3+7prlrTVd57m6GNh97pJHi8hQIx7smPv9xMXr54x9ol18ZS+Lz1pObz++sq/cO3TcfuUm9z/1WBeY4PDLVl1vLYhwyiOqrRCTI4fDxN01yJMrtfheLSgp4XuhiQ2haWz3w0zkFDLb8QKCZ5gGdaxVfJ0YGqIE2qaj/9xbdIultkRQVMDfXeJiUBWSt6ynobZhFH0R7xTR8Ch03sXZ5l17+qr+qQTH6leiPCKvRYO3gL5RHXqdgzkoMxkaEbVd40NrQXkmgR2VL8ONhS7UjZ/N1sTUP/MoNsGPiWHqaZ9knqRLjsKGsYzsy552bAn7BpfdvFt3ziEh6AReF46ii4mqkxxFil0nNR7Mg/FGTLFTEC3GDP7P+wFfdBEsKLl6zCOrZqmtNEHbPXtzgjaEyTlFnWhUMSWTchhiE1m5Fc00Mg093c1b+OdP8cuoC++iQVJSKfjSSNgmF5/fWw6FimAohkcLkn3Se8MHWzgE12v7wS1beGs7K5PS5USMDf3+LdonO5p33dTXLCOkFi6sldVpmGpagjsT0muPiS8cU1zBHy0IN9bqVFsrrIreVS5QLVJrkRP8rByinjPjOBGtuC2CmDeQM9n33BYSUR+Y+nvWuhIHZSyqlBMOMQ1Gb6sFK96QDqfZXSrz14W08sick9nrpra+4GngaS7KKqpkCNBcmJjCaU7xzlbEtJqLVFtcCPY823sWEHPS9UbAD02gtIpGVcQmW/spj/lQ5BZBLkfS+ZbcD0SnS4NbqZWAWIuZpRY4vroc28fnIvhSCF6LmMK1JHuBGL3dhoJQyPngz9OuOpx35H7SonI7IqsWf3dDOF0iD7eK/o1a2JRJz2uJgdwnc/7OytkaMrtXH7D+pldwU4FFw/G6YUiZ/YMr5P4VZ+uG/XZkue5wDvr9xNAnpl95xDRMzwqad/D4yr5y79Dx1hsXNrkpb8I1Ko32fWKYLkiSaaxoyBRiaHVnfdzh9hP+ZKXFgmg2iThHMwVq+BsuKGEzeNI40I97Wtdyli643d5mLAMihW3a8vzqea76SxgyPgmxVfmuZH3YZcpqhZ7REE3L+EEwBYd5msSgsHOnxldzBhBQd2VVhupCQFo/W+K7+m+Xgy6K1cfDIhw0AkBJ1H7TacukqmpyMdv2ePBAabTtUSwPy1VvkEkN58rVCKvA/p+9yapZkXLCO88+77nIl8hVwblA6xq6ZqF8jgJlP2qrIPtZWlywNlMpimI5h4wTqUz4BCmr/D2hBUQThLLNjGPPIqoE2pXCJJq7VILD9xalELWgwCIpZsVY8ErAHDO+bVRmXwrRO3zpWHA8o1g4RVlc5yFERTuiw8d4aHNWxCMo+lINDUt01IBO6ZMWllZkKjozKq1jEfC3N1pHTElP9eML2A5cbq9YucLiq+8qt2jdIP2Eb1stZLMQxHP/V/8Zz63v4BtV3zRffRtuLQ4LuMck3YZOZRTVcBWNcYcCpo5qEFjsZ/ZdxZuniavwQG0HHRAZRA7IWlb5MFWRmLSgVBWNWOlRPV8snFHMQkAUadAGS5lbLFWqLWLIarHwyaqU884iEPKheKvXabK2Zb0OFig5i7qMUPwUZ8xQJd1saAEUfFCrB3OqrtLpkgtlUjJtGRN5yriLifxwx3RxpXPCMBKPVviVmSw2Fpa6VoJw5bgUMW5LEXwuOHSDUKlpuchBAQVWJNrmqYiGd4ZACB3TZmLaT7BP+BOPf9cJ6T232X36Ae3nL7Qo6gISPbmoqlEuBi26zQA0f+YJRy+/AHcWFvvi6afCxZM90/0r8nag/J+vIn/gHtNtrcbKfmL8pbdIr1+wfbJnffKF5QZ9ucYz2fbbj2cFzRd5XDza8eCzT5SwWtviwWn2ThH61OuCH3QBb0NHfO4Yd3ttviUN7l7U3JRdj0wROd+pBPFkpenHZztV/ASPTCPRNWzzjk3c4J3nuDliXwaSZN7s3wSBk+aYKU0EpxNTyhONoJNnG+BJfyAiVhjcqUJkloO25k+TrlvK28wFB5QGzQ/C3qsg8ETzq/zRQqW9OEVskspiAf3uq3b+PJYBH1tFiQRVA8UCztxN+6SIjbUsMDlsudizWB7xme3/zUvrF0lMOrn6zCSJy3SFJ7AMC7JkOt8SQ4MXscnf5MtVkWbbeBc8khI5JUoppGlkLJNSIYwMmfJE9LqAFITgdIIf80gXO52Q+xFFDDArflNbeZtsgkYoSKdtSJ8cIroAegdh0yHrRhfkKeNcgyRtEc5k2op+2eKtC6lXTpdxfKpRWrmaKE/2hmAYcjYVXcxF+SB+1eJfPFGy+27ALVvK/XOG3QWXDx7QHq8J904U8dt00AX1oFk0cP+SnBJyI9I/Pmfxyh29xtsJYdLizYqf2npzTg4FSy4HN+1r9cw8apFSybHikWILvKGgzmubyGv9ZrJpawHZeXyKo1OfgWuFz9Of6Q7cHn/gkoj1YGqo5NxerAfuOFxnu9YEp0WUFXdKmJdDUdMn3fBYESXCwX8ml4Pyq6rkkh2zx1pD0b7HoaDLY2LaT7g+kYeMPNyRXn/Cftiymlr6cc8mrJVbtWrMJdmDoTOuKq4E0mQqJedxTp6KECjFWnROkeXgHMU526+pbN6h7dfuqCPvJsql+iKtbq/If+glmn/yKm/8wi/xQvnXlDO2aXFDJr/Vk4akaNha413yG5csvvZ52uMV+bjFR8d+N7L93CXlzR37t85odo7+Z1/T4i96tREQkO3E+euPufNVN3+Dm+zZeCcM/+U+gDr+i//iv8A5x3d/93fPP+v7no9+9KPcunWLzWbDRz7ykX8hjfPXDxHhP/lP/hOef/55lsslH/zgB/nVX/3VL/HRH8bDV8908qoBbwbvujZS9oPyCRYLSuNoQkt77ybN1zxHeG6N27TE33eb8L7nCF9zk/DSDQD86Yrma+4SXr6Jv7HE3zvBna4INzc0x2u6sGCSidY1DGWgCx2bbkPnW8Ki42R1gz71ZJJKwPuJMY2W2qycEZnKDOnOOUZi/Ivr/IXRQiUtHmAmDsKMqJTL3uTKRTkwV4PyiIqoyiplaINmUY2JkiZtfSxbJf4NSYsXkwk773BTxpm0lO2kaM9u0j+9BSNGDzv9bvKk57Q9RTwEH2l8w9qviS7iXWCSkZ3xjfbmSpynCeknWyTqKuGsNWhBj/uJlNVJdV96BtGiZpKJXDJXeUeRQmxbNYgDXNcqZaXt1ASvUQWS7DTsj8bPvB2pURNeURqaYARoJdj6hZKaXUENDPtEOR8oD3fzAoiITtQ1C8zkv1JluZZdVX9frgbK1R6mpMnqgiJwfZqLDLcMuNtr/HNr/N0j4r1j2t97j+N3vYgXx/bNR5TtoLvz40538atWF8MivPB738e037Efdkyfe8Lw6kPyZ54gjzVpWay9JWbj/zTZdb4Uh3ENaZkLkRmNKjw17P50VlxQCbIciLIHsvGhvXT4HDkgKNeUV84pT8ZZ60lqe+j68+OutV7AkCP7nNpisvbW/IwZEiRJeSPSV7M+OzqpHBvjb1nxVWXupYabiiFUhgy5oKTukjJ5yJRBixrZT5Q3twxvnTFNA2kaaVzEH69U7r+IhzDT1qtk2r6fFG1dpSExTYVUCqU8jSAUKUy5cpyqCgq8taeUV6YOwmFlbeVU8NFz4/fcZvMd38iQB/LjLfm1c+TxHnnSUz53Qf7ME6ZffYv81g4ebIkvnuC+6lTRwegpqXD1aEv67BnD/XPkyZ7p0SXlckSuJuR8UO+dy4Hdaw9orjkIf6UO+SL8+Vd1fEUgND//8z/Pf/ff/Xd8wzd8w1M//57v+R5+4id+gr/9t/82JycnfNd3fRff8R3fwd//+3//bd/rL//lv8x//V//1/yNv/E3eOWVV/iP/+P/mA996EP88i//MovF4kv9VejWzeEv08EhtuYfbU5uMDSFMHgWX3WX8PwJ7rTV3fdRC8cLTSc+1QTc9qilTCpZlqkg6xa/N4lsnwgeVuPEaRkRBO8CpQlEIjdvHNPeOiHve9q3In3azzvJLJlpt6cpN5SIXMqs3KEoOsGU1UxMPAR11Z1Rfw8yyoEoLOiif31xqK0r55DOFvGacbUbKcNISQp5e4SSIs3nJwUYlhE2ijy46dpCncrcDnhqwevEdlkjHEWGj3+WVbc2JVQhukDxhVYa7Y65wlQm5dAUh1DwzuOyx4spdIIj5shQku4yBy1aCoVUJvoy2CStYXrJvPIX3crMoR1+0eKWHd240GykEPGbpS5GZ3vNAgr+wEuqxmEOVSrZBCup6Hpr6dtzYbhoYTuqk+uqUVQkqLkeO43NcN4K7MFIzJbV4xDlzlxY8ZnGQ3tirF4zdi8v1FwO73DLgJgMPB51HO8GdmdnynVY2QKIgyXwcI9/+QQnniCetml5843P4F+Fu7deIrx8k1BEuRlRr6tYsTArd0Kgugbr/7uni2w4+Al5u/9s1EUXQwjmRGsrVGbEoyqYctHWakVYahuwokPG33JeC4i5mKkLthWkNZF6jj+obSFrS11HQWfyM8xeNiKaIUZfFI2ku4ZQOb1/rhd7Vte4LJQpmcmfFbL2fbWQcEzDpDYJvf0560n//CHb/oI2BR7lx7yweRF3ZGnrNZ190xKaYMVgIYSg80Zt+Q0J5yPe+doxt2tQ80AtsFLEBG1uFnc5h6mWItNS0cecMt3Jklv/rxcZr/4w+Vfewpsk261a5Gogn22Zhp5FQj267qxwbaA0nigwXAz0r10w/T8P6C93LOKSh//0k5y+9xXa0yM9viLs33iLfPaYl7/pXV/ALP/lHc9aTm8/vuwFzdXVFX/8j/9x/tpf+2v8wA/8wPzz8/NzfvRHf5Qf//Ef51u/9VsBDcN63/vex8/93M/NKZ7Xh4jwX/6X/yV/4S/8Bf7Nf/PfBOBv/s2/yd27d/k7f+fv8Mf+2B/7kn+fG/f0ISGLEmKr18GUceuOdtXh93vCjSXxq2+pRblHe9Q3l+b1YN4XXQNpMxME3XbCH7cwLebdm2s02+mkCWynHcF5Jsm0KbK4ewt/ssRftfjs8I9gLBNSCo1v2F9dsPYvHnbDpejOv9quV0JpBBnQyc/UN7WgkNY8WQLKRSHrIuydcjIyOHPFZTfqZHi2U3JiSfgu4IbMsN/x8PJ13hWfp5SMXzbIqrmGXBQ1pSvowrywomZv5zo6uBwpQybsHZ+/us/zxy+CD7gIrnh88TQ+6mTvCjotFzIZL54hD8oBaJq5eHCN0NLp4pAzY+5x4pnKRKHQEFUBhWeUgdP2lLDqlAdgjr/+aEm735B9wceIv7mGfqJsR5W9H3e6UI35mtHfgTNSuVg4K2aejBqo6RWRYkiE546QflJ5dBf0Wp33Wth4be/NidJTmWMpZDeqDUARiy8w873GK3fCuDfqB+RtQQ+wbGARCEct7EaWvXrlSC74Aqyjrv93N8gqUn7tMf5ohfv0fYb9FldgOr/CHy3VDkBAWpnTlKXaA1T0orYhryeIS9FiBw4cJPM8mtEYgUIm+DiTeCvRe27VgHobid7IztBVqVVHLZ6bgI8H12NvRGRFZ7RFJ0lJwy47vNPFn2joCTIXT2KqfKp5YG1zVSNLayXJfrSYEvs3c/qVKu22wsDVDUQNlrQiq/rPAIjLkBx5nxWhON+TEfjMOf1n3zSVo6NzHW69ND6beRitGtyq0dZg0ciRktUVuuZSFS+kseBcJgY/c4lqO/a62R5V1u1N4JX1PgsxEI47JBfGfWJ1Aqu7G9q7J+SrQvnME5V3T5l8sWd8fKEhsb9aaF65Q1wea1t+l8jNRN6OpF99yPCZR7AIjP3A+t5zPP4n/4yw6ghtS9ruKVPij/6Vf1s5R8/GO3Z82Quaj370o3z4wx/mgx/84FMFzSc+8QmmaeKDH/zg/LP3vve9vOtd7+LjH//4b1jQfPrTn+b+/ftP/c7JyQl/6A/9IT7+8Y+/bUEzDAPDMMx/v7i4+G1/n+WRLk7ST+ou20RdtEzmSuNoNi3x3Tdwd9Zz+rFbmpIATFHk1aG0C/irUXfejdfFHIdb6CJfoiNGT7i9IW57hu0Of9WzOD4h3Npom+LGCgHimJGLK0rJRBdJO5WTY5lNUtBd/3hYVCUbKVa0DeOiTtJ6nIqTV1t/5x1iGUu6ogTjg3h1f22jTmhFKCkTbm4UMegHchBubO7Q95nu/gVj8DRFCGmj5wF0AseZGzAHwqhJjeXRHiTjHg1s05YpjbRxpU6xAn7IBBcJrhCJJOPKVH5DLW6iNAeUKQRqrvc4KS9JJDHIiMPZ+yjxuXMtR+tTXSejw8NsQudP1rhtr8hLNLL1fqRc9rpzDiBTUfVIXUyN2yGTysvFObgaKBc7ckqErsNNlhKeCsWKKK60yJFLNbeTmrCMzOiWTJbjdKncJnUJVil72Y+EVXsoIFbR2g2RKpV2bYSTDlk2uIuRcDnAk70V8hl3Y6HE9RtL3HbS+7tkFndv8a7zBY8u3qQEKFcarBkWrTrUamIlPhWIAo3dZ87+3xvfZCYEF/35rLQ7yKBqO8Zh/keOgxfLtfaVCx4nQflcFsApiFKp6mKLFjDO7j31j9KiqKQCSTQLyAwiS/D4oEWVN8uDUlG2ukGuIZ5V4ZjF2rlasEjSgtNVR2500WcQPc+pkpALYsRyZyn2JRVN9K5+SUbULUMiP+mR856yT9CP7D75OXb9lqP1EWfxgoVfEY4WumkwEz63bvEry3OyQklJ28wtpEqiTlMxVOaabPvaqADaHAmBuYUXldQ3m1bnJoFxSBpR4J16IL14TPnMGaRCenhB31+R8sh53nH73g2dx65GGLKmfT/ec/Z/fYrN8oh0uefxpz/L+u5zHH/Nu+gfnZF2e0rOxJvHvPsP/54vaI7/co9nKqe3H1/WguZv/a2/xT/+x/+Yn//5n/8X/u3+/fu0bcvp6elTP7979y7379//Dd+v/vzu3btf8O8A/OAP/iDf//3f/1s8+t94OOeIzrE72xJWC+TRFo4X+NOFhrHtB+KdY9zdIzhWzkhV6dTHm9r/Dm5WGtWiiGkEZwtxa5Lr4w7pM3434N/aIg93xHedIuJwQ9Z21+kKLvaE3UDJCRGhyxacuJtsAi9GTnS2E85QTCI6VgkzhtqE2aNDLB1ZU5axFlQB501qqguTywV/ukJWLWERKRHSo0sWN19g5SNlN5IkwatPmD73mDxOLHmBEI6hU3TChaDGZ8Hr4uq9nseHe+Xk9JnyxgXRNfRjT9sutJXRNcRSkKmQXSBLpiHOMDxoEVHn3lkNE5UDMZWJXdnjxDGWkaEMRK8OtI00TEyswxq3aNRlt22YrnY0bQeAX7XqEh3CzLHAOV3EH19pDMaioWwWs5y1DAnZD/a9zf/mfEca1WTR1XbSsrVIA0NhLge9pqO16fbJuDjOECC9xmU7IBd7/d5WM1LNBo317RqP26gku2ZxKWE7moQ/EJ5fI+fH5K0WUlSE6OZSXajHBJuWKU+ElGnWS27Kc0xNRT/sTwJc0SR2Q2oOyiCnxb9wTYqOHo/xYnBYy45D61REvWG8+dLUFoziGlpbOPucaMhiqT+0mb+I5gs1NW3clE3BHfKbqofKkKERpHgEVTiFhfkEibWgzdzOh0ju01yoqaN4Mom9bYp2I+FkqfdA5cTUc1BNLZ3du1m0lbhP5D5ZblSZi+oijnI+IG/tNIAyZeTVCy7/+euE2FLawGl7kxBa3PFivr6uDSpKqMiriE4NlrUkFsPgbG4QgZwLglfOu6vo1DzDHXgcs7WA3ZZBuTQlFc3ZEphMgSZOIw/c80fkR3v2Vxf0uSdmz4P0kNv+91EuBniSKOtGi/NfesjFW29x/A13CVPm5jf8Ph7/3//s8AwCzfGGm1//HoYh/bbn/d/N8aygefvxZStoXnvtNf7Mn/kz/NRP/dTvCrflNxt/7s/9Ob73e793/vvFxQUvv/zyb/v9Vk64HCeCV3l0eG41IyFhvVFk5rTTCXpihpFNHwzZz+nBqjoSg8T9YTIvDoK68UobcCfAVUNcd7j33Fb57G5CHmzhasSLJ1v6s+sLRRIFIT26Umv4Crln0V1qVBjZBa+Fwn6c03udGLHV4P+5CKjSUYsBcNFbojQ60SUhHHXIfC2ikgABAABJREFUpsV1Hp8K4WSFX3eU+1dQs1vet8R//oyUMun+ufpe3Frq8XlUNm5OtTVVWi4HJbA+3FH2A8fxiOIKw7BjETa4GHFdQ0iJ6AMZj5OW4AKjTHjxRB8JLmp7QJQ0ylDohx2jjExlIudMz8CQR9ZuhcMTfcCJY9MdUaMflNia4UQrBRecqn+SxgRU11fxDi725Ms94cZGz9dCuUPsBqaLLeKgaVrKbqBse4r1K/o0sXCtJqxPCT8Y76kIstPg01o0qQeStgHLdfRnnLSVFTX1uErI1Z+kKHdi3cCqUek63tKnoyJNKcPtJf65FeWzT5RkftzhpnKIrTjptMi7seDiU7/K7d/7e4ltJGQ1fHNdY6nttbhB/3gOQapV3m6BjQd2o73eVbatztbXi0blo1xzyC6KxlUyqnNuVtLVegE4/IegMQ0m18YZqoOb+TKSrXC01HeX9Bj8qiU2gTxVFZSWz8Ecl/OYlfeTxQIijeeEs3wlK3isCKpmeEoEE3P+ticwmxHfoCTrZIivWIyJpAJPeuTJXon1U0Le2rLuNurO2zi6bo3fLHAnC8vXQsNa2zDHDWR/+M5ZEs7rvUGMBy6QoJ5FYm2nUouvmqH0NGzjPZAP/j1+Jl87M+JzBxl7p2aQyRfC5OhLz8ottA312Sc6TZ5E/OsXlE894tbLL7PNW47unOIWkXvHf5D9m48p40R7vKG9cYzftJw/cwp+x48vW0HziU98gjfffJNv+qZvmn+Wc+ZnfuZn+OEf/mF+8id/knEcOTs7ewqlefDgAffu3fsN37P+/MGDBzz//PNP/c43fuM3vu2xdF1H13W/sy90bWw6x+PFgu2vvsb697+i8DzgTlSdQquGe5JklixXSJi6SagmY6rwZQ5EsYwnndD0pc7kty56WDVazHQBd2UOxW9cwuU0J22rmVzD4+Ex/vU3Wa+7Q8GQr8H8UYxvkVUtU49rYYZs17daRmZ119oDbqmGfM4radZlcLdXuuBFhx8y8tKxLiqXA1yqaV48XhOe3xD7THpwTn7jArcISno1RZATUQJrG5DHe8qkcH9+/Yzt9pxls6TYhr7aoiqKFIlTIblE6wM+NJAdUxppaPRkm0TYSWGaBvZlTyqJIkIvPdu8p3GRVDISlE+waDYWzpiV+7QfibHRoitbZtWyRfYj5XJvLr2atF12I1Pf4y61OAvW1iu7kaHf6YLU6y48iMcLpGKOy60tDJXEPVT5cUXTrCXThMOu3vLFFPt3c6vJrRaqwjLSKQk9zkW0zBwrqNtIWKqfjCu64PlbS21BXU2qRls3+rtdgNDhLkYW90759PCQ29378DEoWhEsv6t6sQCznDm6gzS6yravqfBm0u5sfGfI5ozioLCB00LiKfUPht5UJZrjKQcC/SHMztetolPeB338LNOqZD2HFcWcFVUWLtUsIzF47YR5YNL7sGmCSo6Dpn3TJ/vOuvFxtaUUzP/Jivk5AJPD+82boVSUQD+pCV2xc6qFM3A5qUJob+q2x3tkTLTHR4gD32kKvD9RqbZr9X50wSkSbIVIjT/RzDkhJ/0evqnXz24rETxazOTamqrH+uuGMym3byJj0qiDnAQfHGnM+CzkxsMW88OKbE5vsj17wrS9Yu1XpAdn8/HzRs+T1z/PcXfC5t5LDGEinG6QqRCCZ93csQ2SSr7dMjKM7wyEpiCU34FW6Xfyu1/p48tW0Hzbt30bv/iLv/jUz/7En/gTvPe97+X7vu/7ePnll2maho997GN85CMfAeCTn/wkr776Kh/4wAd+w/d85ZVXuHfvHh/72MfmAubi4oJ/+A//Id/5nd/5Jf0+14ePjnKxJ97YaPBeRa8HM+7KAntLok6i0tVNqzuiarJmxE0E8xS55pNhplb4YF4iNhFGDwubgJsANyz4rQ2qDNh0uPMtxQMZPJ4nb71Be3pEt1Q7+wr16zbSwSi64IkthCIWzlhfdy2fyYFEMxaLlj7doK2nYovqDZP0tgFOHHHVkvcTnHS4ywE56zUt+N03iEct8deWpM+c6UJ53B3OT3CzRwdP9grZnw3k7Z5x3LNeHJFLZtEs9Tw7j2SF4ZkCjWuJsVGi5+jJktmVPV271NDIKYGPDNsLpjIZd6YwkViGTpEKJyQSx/6Ibrk6qNdFpwy/XmjBMiZCG+cWhexHighhtdCW0zgxScLvBtpVZ4RQoQwj/bgnDoXX9g+52dzgqDvCOUeQoLvartVAUctGmtVQ16vNLhzykxxa7AxJ/zsGvc+K4FYNftVxCNm0gsMpkjQbGLZ2bedcMGAqhBdPyJ9+guwmVevZDpvgkdOOdjiiL4OaSXaNEkrbZjZKnHsRou1UmmCu0P8/9v4sVLsuvetGf6OZzd2t5mnerlorKStGjR/K3qHYZu8D/SI5iBoEIQfqQUAQFEkQNYhogpqciYKKB6I5EVHZHmpAgoJg+NzfTrZRtDRVVqre7mlXd9/3bEZz7YNrjHmvt1JvPrGqUg3PKN5a61lr3c2c95xjXON//ZvyPMUdeynE6qjHVT6TRcJt6p+ZsgQUxEJKEWJU2Sb3REgLWXe5mQ20Ht/6ItM2S0sr16gEEW3VwsmALqtLb9cXcrQ1uMaTpoRpTkUrnWc+zNA67IMV6a7kKMWgbbJNp8VIvSdr1EY5LoRTJlmjBHsJ2naq5ys55bLI1ajxFseoxVdU00rT2MJZMkrg36rcXjq35LbVYFbdtNzLxsogQUgmYhuHdVbRr+K/RDnfRfRV1E9GDUMX0MYslyLoHq6iailmPT9TLKrGUsU66N58gFhos9Pi6WKN6RryMZBf7OkeXuJffwQWuotzzNbDoKgg67LJrMfROo533x5p27U997U8/jt1fNMKmt1ux+/4Hb/jAz/bbDY8fPhw+fmP/diP8RM/8RM8ePCAs7Mz/syf+TN89rOf/QAh+Hu+53v4mZ/5GX7kR35k8bH5a3/tr/HpT396kW2/9dZb/OE//Id/U44rzol3vnDL8ctPOPt/fK+iFAbdNUUpi0lx2e1Bhoy8u1e104NeAy1rjlNVG1XibjVMMyh/YOUV7eicOv2WNF9TQiQzwHmvcHEW7MsR8/IA+xFBWPsV7423HN55SnO505DA0npS6Nfqc7h7u94QNEG7ti2c0fdSnIuXnzmjqpjO6cTpLLL2gNFjai1u1+Nar06l5x32ZUM+BC18Oo97sMb939fYs55sChJlFHSQKPBkrwXCMcBxQm5G5uORvlmREVrXKDrmq9SURVHSoKoXA/jNmkvpuAl30LdkI7ojDZlYWnMimVQMAVvbkUm0dMQUaTadtg2noAXeEBTpcFYl0pIxs4ObQaXtMZFjhDlgjCOnREgBKwa/n7AXGwBySrhseDG84C7u2foNyQjOWpxrdQFaqcuy5hSVz6EieKCtwU49bIyxatY3RiWRVs4I+tmartWi17AYs+GMKo1TaSlU1Vkl1zqr5OMs2PMeeX1LfvdW21az8rcEKRlcxcyQRGM7KseKpWjhhDa09uSOW39e1T8VeSr5SCebgHxSQSVOx0aVN9vakFrgmAwLx0buFUrVjE+yXgumqHZq0bWgPaWBgjGwafCdx1h9eb/yWGt1IS8tI9c4mlVDShlTnbcFujd3+MYyPT8wh6z8uJjJhyJW8Fbfc8in460S8KyLvMSsHJokWujP9zrZc0aeHMjXgz603JOsWmzdsAjYbaucqb74HzW6EVmur1qAWEVt0hz1WohCHIO+1c4t8STlKjyBb1kWmlL15DGl7ad7vborMMQxkuZEuJs0rLJ4WVFCWO1rO9o50O7W5NsJ992Pte0XE/7xju5iVUz3vKpGW4+ZMrJymFiRLbPI9I93J2HIq/HtOb7pKqffaPzNv/k3sdbyR/7IH2GaJv7AH/gD/N2/+3c/8Def+9znuLm5Wf795//8n+dwOPAn/+Sf5Pr6mt/7e38v/+pf/avfNJ7O2//xfVIQVp94HfOg08m6ZhtV2fOcSs8+YG4n8vWITFH5lpfdPe+L0iKoN3KxtUdE2xoPVjRnmoMyjzPWN0pctOYUtGfB9CvAIG8N2BcH8rNbpjTT2paNW/PO7ZfYvXgdc14ItDmf5KTO6ELWaM9dJwBbYP/i8LrkyciJUGnNYplOda81RqXEjZ6P7IMqqmadwPNZi7mbFd6fNfG7uezZ/f5PMV4dmZ8eyc8O+p4OAXmuhFacQe7UEC+mQLfZEOcZXwi5yivJJEnYOZXCBEgqo9ZWVMPl2YYgARsM5nyDvH8FqGePoBPv2qzLxl9366102L4tBor3UAZnyeV1s6gU2k6lODUGCZEpBByWmCMimUM40AwtrvjtZASXUDIyBmccwSW80ULNtL74xpiSSg7VTl6l3oVnVMIKcVZpsGe9OgCX0FQtWoorcKcxF1akxE9wKqqbsjsOJ7wjw1Kgm05RBqaCFN1MpeWknCo5Bl47f0vjIty9a+J+GyKjr1XatCIZY/wpkbzybASdvcox68ooyuGK5fpVxjBLEjycXq+a2mE0NHXpdsnyZwsBuKkQCQs6s3jFlJ/ZXttLbevIcyI2hmbVajikNXhnyKLp5k2jCd6+8+SQaR+uOX9jhxcYNy03W70P8qM16b070rOjImyiGxyNPKhwRzy1e0OCqIU4Q+FQJb0euBpJ79/puem9bpB6h0FRYiOFBL5ReTbrwn/y6NdybiRrpMISvGnQCIWYC79G20+mXHO1CFRgUIm+mWLIl0ssgtUTXrPHzFKgQpoS6Xo6XWflwzHOYDYt/o0L5egME/bhWtWOQ8CWAoYpgNM2Yb3ejDHlWr43jHlFCv4OGN9SBc2/+Tf/5gP/7vuev/N3/g5/5+/8nQ99zFeaBBlj+Omf/ml++qd/+hvxFv8vRyxtoua1c2zdKVt0J2t8KVZk6bcvhcfdjNijkoBLkbKYbtWU2ZbFlp7zjuayp103IOC3mohriwphHmZsRJEGESS1yEfOcC9H4heeEqeIx7HzW27iDfOza9xHL3Ung112t7pwRk3pnkvbi1PQH9aC0+TiJa8GtI1QIw1Kanh1hFU7e0GGRHLoBjpmnZj2E5z3OjHtJ8zjDc15T3/W8dI55phUlnw76AQ3RyXYBkGGgN+sEO9obcljSVlt90XRhBDnxVzQZIOZKLtNrwZ4uQGv7ZsUEolcIPOkpwX1YWmNJWfhYnWpPKVhPpFWi8w2TqMiKtFyM95y4c8xTad5SBnmMAKiu1KBIIFjONIcRt0RN7aYMwpiTqaHdtup+qTxS7Fo6mdRFp0lHb1zmj1UW1GdB6/yXm4HXexyMZiLRSXVe2zfah5XQcNMyFqQl2JNnNHfC2rsVwwPzabBXHR6Pb/Q5zfnWljKzcTu0eOFbH5ik3MiUzspsny9jk01KolxsQlYCMH3H1/nAV/aTVgtYqzRdm0hemvvxZx4OADGndo65bnEmlIzmJP3jD0RjE8PVXSpPes4u+hprOU4zPStw7SWEAXvwDmrX5tG67dE8SkyXLy+5eK8x3pDu21YXfRkgeP1wGHlFY2UomIqXLHarpGqsMKoo3Nttx3DqfAKCXn/QHpyhz1bIUS9jvtC9HYCUjh4G68eQ52SvmsbXHLGWCX4Vwdk6/VeUISmys1FC3lvlUxcUbR6ektBGKJocY2GVnqvH2auxUzdI6UML4eCPskim6d8NrJrwTvceafFe2+0ZeaK+3k+KbMW2f9XLuhlnh6OgW+HUTyuv6bHf6eOb6mC5jthXH7sQr9pdKdmitpHDKWNlE/250mQIPrzY0TuJrK32EqS7FxtkxeEufxt52HX4jq/wNpN50uirRCmtKiLJAtxirjOkx/2uNc1n0WO14x5YmV71m7N7eGK/vZNpN8u5maamF2C6VoPdlY1h9RFg8UpWOpcIPqaZimIdGGW2rcfI0gm7wNG9orWeItsGt1FPr3BvrbViXiIxONMCj2uc2xeW5NjIn7hmhzVy0YmVemYORJu9/SX50z7A67vlT+wPxLSrBSDSQ3x9FQW/kTKNAM0bYOZNTNH1i28PJKT7gitMYwSlABpHY14vOtxxuJ9o35D5X9iNYhUQmBOsyJDSbgNN5y1ZzgMNB4TM1kyswSSRCyOIIGbcE33ckO/26GJ7KnUxJZDOnKWz0voXm3VmIV8UNVZJ4StcF260i4R0UIoy8JxMt4SRItbmSMyJdyGBXkgZZX9x1S32UtRQ3TI7QSHoMhOaUHZbUueVc1lXpat9pyZfu053eUZaQ4LeKJFS1narEG8K9wyXaTF5EUOjOerby8LJ4Yqta+cGrGnzUNt2dQwp8p5qTeXK6TXzImgXM7XYqTy6zb1+pm7jeXs0YbzTYMRod+2YOE4JWIIRCzWam5R6y1z1LZhQmh3HeeXK1WlO8vZgzVyCXPK3G0bkrfkMZKeHpExqHQ/lCy1qOadEpIWreV6XRKrixxeDoHpS8+xU9ZiRSycr5Qbkw3itaA1jdMWZleKaVeI66i/DEYNJMXI4pKMU65Q3afVYjOnrEgjFUST5aLKgloYVHJhKTj053p9VWQrT1FVgYX0TtucNnqFr7f4dxn0Z5mCxOjvdFLiVNBWRK9+nqVACvNXEqi+NccrhObDx6uC5us8zl7blJaMTuI06vNiigQSWDgBUrKJjCupy7U/PoQTCXMZor9vrBJvR81PaTYNq7Vns27pvCMl4dBEmlJwjHNUR09vcOuWtG6wZyvsi4Y0TwSJbN2Gq/mGsxdXrC/WGr1gdOI3Vndy1QcCr+0sE3XmWjbHRqF9iVknO8rxrBtdPObCf4iZNEe4nZBB07HZtUjnmP77+zQxIa1RkmI5V/MxYJ2qs7rLFdHdIDERbu5IKdOalunJle5UnaPdbPUzuBmIMRJywAhMOVK9QbJoCyoag2Tww4S0jbafgoZmGmtpTMNRjqinMOQcFFon0RttY6ZxxLcdEhJ2o+hJGkYymRAn7uKeJJloBV8l7dayThum6Updh2UmSGDOM83+OY+MxXad+s0YdW8d08jNeM3Z2C6tLmmcIoGlrVkDNRcEpBQuEjNFaqKfm4gWk2IY48jGrXXBnAIyt8qfqEX3HJWuct/7BJDg4HbSFlpdVJxRVdSmVYO3FwO2ccjzI3dffpfL7/ku7LIL14Vl6ThJQfNMcSu2HhPQtoovhN/l/rn3VTgVWoufjaD67IJwZgBbgkDL9WjL40xp5S6BmLUdxgcJsIVMX99D5di025bzTct22xSvmOLDkoV5tqQkhJhZ935BOOocsFk3S6vDWEubhb51hJAwGB6/tuXp73mT4//3fdIXr0t8iDr+yRiR46ScMgRXfGfYzwtyYxpLfn/P9PyK1e5MzRs7r4Uu5XzXk9nfaxG7WtRoASApK2plRc+B05NgrME2+vq2FoNlU1PnLRFTQirLJRQ07ds4Q4pgW+U2xZQIY0CMQYLgV5747FBEFKWgrr5EIst8amo1s7zmacpcvt4TLiyPvz+9GsMcMq/Gt/d4VdB8nUfTqWpgMdpqVIpMFJ0ECqGNkBW1CCrDNragOEmRCW0ZlGIhZ51nc5mMx0Te3zIfZvymIZ919I2ja7SgcdYQRUhJHTjTnEm+yDgbi932tOs1h3kkS6YxDZnE7fOn9G88wm02etMno1LYxVDs5GtBzW2qMlJBHW2j7v4lZMwcwXRauNWARIAxkp8fdDJOGXtcIXPk2Zf/B2996jOqOvEWHqyUZFl2T97p4ichkV7uCfsB4x13L15y9fRd3rr8BHkO+N1aXyNnslFb+pgjkaS27uV/EW1FOXGkwimRqhYzYPuWdVpxDEeMWxMlESQQJTAmw2V3QQyBJAkTEw71VEnTxJQnBCHmwDEdufDn6kycM2bdgXiaGFnNAyMjc9aCZsozt9MNXiyX64ckEg5Hb3oCWvA8efllXt++TsdOuQzeFWWSKGLVeHWY7RuoapLOwXhvBx8ixlhMVtPAZDP2OGP2k1reFwmxRhmYIpcuq3khU5rDpM+9bU5FfCGkMydtSc2Z/N6e/PzAMO7Z3tzRnu+A4kJd2hiKPppTkTErwXfZRJvyf9WZvm4O6hpU+Vu14IpltaotGJFSsNiT9DsZnQFDpppVLg7EoNe9PbVYFgfharFgDNbD5rxjs/J03tF4izMwzPrGQsochljAAaP3pB59AboMN+/fqepJdNHfD4G7J3st6nctZw9WTN91QXp+1DDFmMhTUqfpQeX7JjqytZj9rN5ClsKlskzvPMeErEnvIWDatRa87nRPYwqaZ6A6AC8eQOUciistxnsbsyphN61Rc8jaZi8oQi7HhCgBO0dFjDWewmILYTAlIYyJFHSjkUKiaRrSO3d6voagr89SC5Y2YP28jBKd23tRGOVvpCrjqkL0K+uWUrCG8O3CoXmV5fRh41VB8w0Yq22rjPlYJmar0DmiLRiZkhYtofIi7klt50gWh3WxFA4lrdcZ3VHfzOTrI2k/4h5uGXYdjXeMXUPjLd4bnHPkLEwxMwWDbwwpOuY8AQZ70eM3K9yNtjQA1nbN1f45j96/wZ13SjoGfc8VLe4Uqam7aXXNykXOzb30bd2d202ri+hc4OKocmYzZWQ/ko8TYizp5gXMkZ3bkR62NAbkQc/qjS1N7/GNyjKTGO3Pv3fH8OIaFw37L73Hs5fvsGk2jHlkZXfYrlFOT9/gJo8LjpERh6NtOp3kw6AcGoqDrNXPYSGcNg5Lh58jZ+YCkzK38y02WwJhkabGHLAY4jzi1xvSMDIOB41GmBJDnmhtS+/60gFRvg4W7NTSdSv6ODCaseTcCHOeuQ23yBEQYeV7HJbWbADhEO+4O97imxJsWVtQKS1GjBIz9vVdacGU1ola5+r1V43/pkCUyCwzdvLYY0u6GXGFPGrvm9g5szjxat8UzaHqVJrMqiyAIWOaqO2NIcKQyIeR1vfsb655cHm2GLOZmuUqpXVQFDM4MLZwdrqS25XuKZsWBY2crkW49zcJnF+uu8XJsCI4te9bCfgLPyefAkJdc5Iq14Km+BlJzsqP7zzrcu81ztI2Fm8tWSKtV1PFEAdS1ucIBbnJWVtWNy8Gxi/f4jYN0xw5nCfk6sjwuWfY1tN99yNoLO22I7y5xTw/km9BDiNyO5JjVPK3MxpjdX0gTDNN22LOV4SrPfvjDecXj5DWaVp747QwrCnvpVVYC5wlHLT+V92XS4yGc/fMMkG5dAKu8Qv6VNHlKiTSPVAmzZkclItnALxy0WLMhGMg50wYolpfPD/C9VSEFJXojRZh9yvdqq5MtXj99XNy9e9RcjAsfkWwtJzkKxGeb9HxquX04eNVQfMNGNuLFcfbsTh35nu7SBRqzZk8Fu6HQX1eShaNTHlBgPOhXHnVoCxZ5HpifOcF03hgc3iAeeeW2//XJ2m9xZgN55tWuQgUdNUavLNMQuHrGNh1+O2KxjSMeUSlyC3HeOTu+TN2Fz3N6+fK1TFKNBRnsauWLJOaY4H27Ot2aU7aQrLa9mCKeuzHsCgzJOd7Kg1UiWSKh4q37B69Bl2D26ywb+xoti19p5OkA3CWNEbCF54zzyP9i4zcHnm9eYwYmA9H1rsLXeBXDTb3+BCJ88yKHucabKMBe2s25CB442jb/uTtU2S/AtBY3OWW7dASjwOrFBAj2KznS9d4T85J0Z4sjHd7pjSCEY75yJxntm6DNx4vxaistFVoPE3XsZpWHMKRZDSWISMMaSTkyGvdI9Z2TciBletpbcssgSEOrIejLi6rFpOS8g1yhptJydyFGGmsUa5EaZHIMJNTJh1GxsMdkcQQBywWN3bIs1uIa9x5j6wUIasu0Wpehxq6rRvMptVi21B4PYCURXblFaEcE2kObNstd+NRWxix+KTksrhaNV2TUBal1iGSlASKW9oYJualHaRZS+VaLK1OSepwrH9TUNK6Q6/vP5ZjKK9b3Xn1iWphC/TVBfte28kZrDGI1cwy1zr6xuG9xTuDtxZnDatW20sGSDkzzurZM0f9d85CCpnje7fkd+6Ytw3uGBlfjhqm+IX36c/POD45II82dG9uNLz29Q3maoCQycNEiLMiMVjSfuQ43uG6Fhc2cNCCZ/PmY+zFTltC6w6zLlL+xpSFXZZjg1P7b1GE1dTzZE4kZKPRDrYgg0t7rmBP99vlKoFHwzurqzL6WZtinJemqO0mIA1RkZXPv1T0LCblxtTnvFfLAid5fsrL9b78TVW/JTnlvt1/zOlNUsWar8a373hV0HwDxuVbO55+4SU1+RdYYFgzl110TEBakobVx8VABMmBXAiaSMZ0DWblyAnS21ccrp8TcsS8d8B3He7RhuuLHtuoaqIv0HHKgjMG49WVVGbN9DG7DrvpFGGQhMVijWHjNjzfPyG9bXnQNrjH23sEPA3ws1nTqjGmEJyLO3DKGnLYeuU/BF/ef1lMQj7toEIiSyZbIQ9BFUYPd9jXdxhxsOtozzqcd3ivWVB1bo2HmelwwB8Sz67e48LucMYx5Zk+FpkmFMVNj0tCHxIxdsU/w2KdwzSwS6ryEGtKu6ilcpuEskCXFqHO7xpGaQu3xhqrnBsDnVimcSDkGWsMhzAoYuS0cBQEl6q8Widc01hM19Lals52JEnKu8kzu+aCfTzgTYPzHglHOtvhjeeiveDl+IIhHFixU7felDEx6UZ1f6T9yMNTAdBYZIyaqzVqXpCkRLo98mR8Tucajumoi/atohBb+xi7H5WsbcypoGmcFjPeqQ9SaU2Yxiqx1oDswynAdNWQryeOxzs23ZrdIRUyfNTFr3oUAYwlaHNBSCy4pvjiAFZKgGpRuywVg5xaRSmDLa7IFRWsaEAsvJmaV1Zfg7JoV8JovVYL0ViKRNtaiysePKa0ZtrW4ysB3hgNZLRGAxXRlhIGppDYD4HJGoKIRmhcjcSXA3KcyS+OyM2IdJ74X55x86V3kfMR1zTYxzvGu0vcR3fYj2yR50d4vkdi4jgdNC/KOa6ma4TMBQ8JVmgitK9d4j75QHl3WbTQXRVptjXaRswFnfK2AGD32m4VnUtl09I49Y3KgmuUICzUvCxKbIE9FRXC0tay1pJtXp5XRBVROWRSUW7FQdVZ+d098nzQz2xKmE2zzKMKtt1DWCqBG/Qzr5lTlfNUP9eUkWr4V6EjOD02ay6XXcJAvzVH/Ui+lsd/p45XBc03YLz7f375XiFTbp4CXX9gFEdQsbYk6paZO0hh908Kw3cRM3hkPzE/vWZKRwiZX715h+9e/xbyiyPh8y+52WkLYl6r4qnuamPMpCEu7qlm7bHrDkEN4yJ5yTKy2fLs2dustmdsVq1KbhNl96scEVIpMApxVzqjcuVq1z6Xdtp+Vj5R4QuQQW4n8l6jBGLOhDSysWe4hxs19us8ZuOJtTDRXhzOooZjQ2Regf/CiMtGF+msE9x+2mNuPP3FRttd6wYrGcw5do7IWIIemwbbekWyYiKPs/JJugaZA3GckJzxqx6SIU0ammmdwySDOsQIIc/0zRZvFHG5OjzFW09nOnrXYi2s7AqR4rBc2g26wzXUvKvWNvSloJGy2O3TnrPmDCHjnOfcnOMKz2HFllU4MsZRi8eyqAsCIZLmGXu20mtJTigNnVM5r4N0N7K/vcIZS8yJUWZsdBzSEYNhddhh9zP2srhbb0v69pQgJ1i3J3It6CJSf38Myt2JumOOL+44hjs62+C6wqkKEfFOC/zWnSTJtReRRCW4y0a6FBhRiw3JRjku1UU7S3H5LYUJpT1UjfiMOSEN9X6su3fMqYCprYvq0l3aOfVaVLJ1Lre2XQoYU7EcU11vrVpHNYqQHsbAFBK+kIwlCWE/63voPLx/IBeDwvmLz8jDxPWvfZ7zi0fY2xEfsqIUFz32ozvcswPx3ZeMecKLJYRIkJnLzUPYtYw50K12+E9eas5WKj5D3ipCU7kmSY/dANI4nYtM7cHcm7ey6LU0axaYKbWsETQEs3KL6jko817lBQFgDbaxuKyGfGRZVE1pipqVNatIIn/uBUzl2qrqzoKymYqu1TnUlusc1MixUfRs2YylWrCUj85W/PrefFyqhBgS7bd8QfM1cmi+g0uaVwXN13k8/S9PeflfntJ84lGxdOeDUkGHKi/EQoo6wWZRqaQ1MFfoPZGHWXev46w3fkiENGP3gbtwR286XNeSDxP2+cD89g13nSexomkdXWMJOTMdA7kWHCljShtnNDNJMqmQZac0qYw4J16++zar7Q63aVikldYAZRdnDYxh8bnIN8fFZM+EpHLSg8U0J4hXjpH8Yk+4PRKmCSfwPN6w2TxajLzsea999ZDVUwOdy8aQCWPExox/sGU/fYl1v8N3PUxFyRUCL++e8vqLNWb9qPhqdLi2QYaZZI2ayYHyQ7qGuB8x4rFOZ+g4z8xTMeybIuLQHKekBaEYwYpVC39JGONYbXfIrDyUOQW8aeh8x6Y/w2bLPI+kFAg5qPosZeVsGINx6ifTp06TxstcM2Z1c86i+U2+b/Wctw6fhbP5gmfjU3KIJdoB5Y6ETNP1SFuQP2uVx7QrarMsalE/C8/n52ztljEPrG3PVbjGGENrGkYmmuOkn++2UffYLKcgVWe1cJmSXh/HubSi8rKrltsJjonx5RUpRu6mKx5cvk6eg6bHlzwgM6eFuGmsFiJk1NOmOBUv/JdJyeWaLSWF21GKkKXNcOodSCUcGKPtLSnKJ3valWuaIbqjr3Le+n5QD5lF7VRk5rXQsVYVPB9cYIqqxxh9rFHpfs4oadhprpRykFrYTzpXDJH0bM/++gVWLIdwZH13oImJJKXl8r+9rnEID1bYTY87WMY8kkg8Wj+mvzgnt5am7fGPL7CPNxppYY0WdxhVobVO23MVRTayuDYrl6YcSiX911M6J6qrcDZokUTl3KgIQaycCjz0Y7JWpetBBJuFnDTfTWqxYY1yyJyBmwm5m0vunS0+XsXJWQoiVLlUIuqSXj5nSbK85gkdskubW7lP7oNtK8NSvB0PgbavxK5X49ttvCpovs7jxedfqNJkdW8XVP0PrAESpphwSHJqJGYLIa+k2koWTM5wdMhhhioZ8JamXzHd7ZnSxLk/W/KCmBKMiTgFYuzAQowJY6zCuXM6TUwhk6+PTC4yixYle7NnSBO2eGtcDS95/fkt7Dp13bRWd0Ihl914yXYxhvz8lng34HerZeMjxQZdRnRS8Y78Yk+6OjDOR5zAcdhjuwZzsdF4hr5VTkbrSjsiITQ4Z0ljUrv5LHS7LS/zxIPzN/V9eE+zF6JPzDEwPHvJ9q1LjGuwq5oEbDQoDzUoM4X0nOKsQYkpE4eJ8XhgyhNttFylWyqy3bse0OiDxjbknLmNd3jjyEehzXpOQgwM5sjj9jFuvQFnsbeWaTzq+UjFRbfOqUZRpk7WhCGSreCto8mekAPHeGTrVHVmNpqALGOg3W3YhI3ymMq1pTmMgjlfY0SLJcX60ccdgxa11mJSJkpinw6sXE+WjDOGWSJrv2YwE9sxFB8bp9clLPlOixdRTYmetbXFnEpKdFa++GEmTBM2wc10zQPzhi6Kzt5L15aSXWRZDGqSFEmxIiti1T9HJnWr1raDQ1Ip1LNggmh7rUr+5fR0UmIrKE+5SI8zel3Xlu/9VktM5Cy4Xg0xs+iGwDp107ZevWtCFlLW4jOmXB+Kdw7TWA5j5PpmZJrjwkEmg+sc0ljSaxuNOfjSLbyfmW1idRQSWjxIyuSrI9E7nDeY13eY1uMebtld73i5v+KyPWd1do7bbXBOg1DtWaeuwKUVTVO8djo1ZDQun2To9dhtaS1WRKS28ySX1lQpHEypC3FkK9jiYG4+QLZdsBlAVV7eWUIjuFjch7OQ5oRrLDlm+ssVw399oR47xWeGeh18NZVSLVyyKPcpcULFKZ915ct8pV9RfX/3yMDDYeLi4Zpv5fGKFPzh41VB83Ue3VmnSqBeCZHkugGQkqxrgIgRq71+cw8aLXbeVd5tQ1LycEZ732equmnDjrPrmfXqDOndabPhjco/UyZF8I1lniPxqBEDVQGTnx+Jz28R74gpcszKn0iScViccSTJTNe3mHc9crHGPtgsfe8q4caCHAOHFy+wYrCNOszSoa9VcoVMY8nDEbkbC38jkjKENPPGRz+FnDVq6tVazK6FVaMqh8J/6Bp7grIBv1nhjS9OuQ7bJKy1bFOPnVumaWD14k7lx+e9fh5KWcKkTE5qPJhuj8wS8VNkur4lRZV2xxQZ08wkEx5PlIQR8MaxditNm54c+3jgyfyMCzlXTk22RCKHdOQyBpwvqhJj6EUI81wW03tFgQGz6/HesQ6BVKWvQMxHJpm5jjecH6A7W2Maj2CwbcP6Vt2QJUTstlfX37bBPdyefFQEpPMq/d9ry00GjeDobMcQBzrTMsnIeXPObbhlvd6R2uI/tGl0R18Lcq/OrkrctbrI5XIdZyn8FE7hkLEUXFMkpaiOv426Fy+746qkgsWUUUoe2KI8caWYiXUFq23MU1tEoAicSqvK8MHFL9e/MafFrPJ1UkVuyibEAHMiVQdrMnnKJUUhYsRgvaZohxKimLIwTJFih4R3whjg3ffvePnOHaZ32HVLDHpuXOuJc1Q+y+s77JyRm4GL/Cbv/+p/p29X+PMNttNojXx1xLaedIzYTYO5XNNdnvFguuC8v8StV9iuxa4azKrFrL3ywFpbkIpyXtrCd6pIlYXqMl1boZUjVw00tRJLimZhwGb1izEWcXIqNuArOjmK1lTgq3JspBW1uImal+ZaTw4J2zg4hFMrENTTqG7IpBa6FBk9y+e/FGdW36qpnkLI4j1jloqVr7qy528Db716B3wtj/9OHa8Kmq/zePTph4QUaFPGWr94JCh0rrtEEVf6zeYDhDXaEggnAtsWF4oqaJyhb3US23Rsdyt8uMRNoi0r0Ju8BN1lkUUqGY8zaYyLfw1TRK5HUphhjEvvO0rSIkFglsDGrZniiHt6jRPBByUnS1BvHeM9pm9Ib79kkIk1K0Kc6XLZeQX1XMEacrTklwfNB+o83bHl6fCE3e4S93CLX2uRYFoH2waz0nylJIJ3hphEUwXmhF812GTobY/kjGta3e07jX3YzB37veVwfcXFdz3W5zJC7h0mOkgtNmpxlwtX5ua998HAmOeyDqorb297vHWQ4cX8ksv2grP+ErPt8TeOTTzyfH7OkEaSUW6BxTLnwJgm2pQQowsMZou/2pfd5glmN11TnKQtTdqwuRPmkrMVcmSQAZcszljacA69Fn8yR1rbkiQrGnaxwWaDebDFXKxYgiWLOVq+CxrPkEGuj+RxonUtQzwyycTO72hNizTQXZxhMdjXdpjXN1poGtQgT0Svp6nkkvUlUMmgEu17qj4BJGXa1YbDzRXOlDZHzY+yFNSAk2y6rIlq/GZOu+c56fPXDlLlSFTVU2ZRLC3RD9UTpTyviGByqXJq2GJ9/kKeXv5ds9eSaATGGNX5u3O6kIqo+3YWYhbmlPEhEZOiNAZYtZ7rw8yX//MT8vMR99oa2cwLOoihZCJB6kva+cfOWYvhPBzZstF7w2gAqxzUssGtW6TXYsXuNpwdHtB0PdbVOcXq51KRu4KoLuG2TSnoxBalFyc5/r32CymfQnHvF58x6eOS0c1BNOQiG19GPfWllZfvoSCmtOskq4GeRm8YfNdoazwWjpnuYjDOkvdTaTPqNWXQa3ExyVuKk3JdVK+JygivyHH+oALr/rDe8ujN7Vf93avx7TFeFTRf57F744z9dEf3Yk/TXWD60j4p/X6cwYgtzqoF5TBggtFe8M2kN2rrMA9XuCTI3CpPwFrcWY99fUNjDen6iLxzC8Ziel140xSxvcP3nhTU20GqnDckuJm0V+/AR4hE3bSZZnk/G9OxtmsSakjHkxuYgvq2bDrNt+maJU9ot7tgHkYkBjq/LTtnVT1lDCYm4uFIu15hGo9fdTx2r9O9/hC7uddm2jSaBs0H56gpZOIxkl8eMduG/OVrksnkYcauupIoje4EG8fWXXC4uUZG5fJgjFrzx5KlNQTy3ZEpzfgx8SJes/MbpqRpu9YYsmRWTlVFM6FIqQcE8L7BbFc8zA95Oj9j49YEiYgkNP1JeUlpmjHew1kPs7oIm7ZZkA6MwfaN5t6IphC3IcGgxOHGNsSsbcEoiZgjTc5I62HIGO9w3pNjwE2agm53PWbb6s7YWi2Sh4DcjOQ5kO9m8rNbjsMtSRKd6RnSwMPmAWMeOe8vyJ3nYvcI9+mHcNErKtQ4bA0lLY7PSjCxyn8CXfwofIaS+2U2Dd35js2zDVOeAUUbcSrxNo07oQN68vU5feFjYRAx6hhcFzopvaSSLn1SKgHZlsIlKen4/trlRInC2IIolZ9nynFBIWQUz50MY9C056NGX5jUlPBFLWpy1gImpMRxhHHWNpXJwsEFnn3phuMvv086zJjpAe6io31tq8TOlE/FQ73nty3mrS2P2k/qwt16RdVuR6QrKfdd2RAZcBcr+rtNOZ+uWECACZn5ak/b+7JJaE4ZWbU6qYv9fZ5RLfJiQVirMhEKJ7Cc0CjaLs+yJK9LkoIun/6stqbvC4oW1C0LcVR1U4qJtvfsv3BVPl6dD2m1gJExaA5aLbTqk9XDKUrLulcwlQxcip5qXGqWx/36ouZ3ffbjdN8G/JlXxnofPl4VNF/nYYzBbjzXv/Y2D7c9rtvoBVQnBV9aS6B3V+81RqBA5/kQkP2I2XbgHZKLb4s16jdSU3AvOlzvkb5VaW7vIWmsgIsNeU6EUb1RlGwcMYVQKSmTGoM3nmMa6G2HtVYRGtRjxRqrnBOjN0+42dM0mr6ckxII7YMN7iOXdFctzh8wh6DITfHBUe+HSDyOTGHEmzWucEH6hzvs5UYXN2+xa21vGFiUQJKFOSbiEAkvDjAlDoeZ6QvPOOQjm6gGbbY3avqXMzZA7lq2jx4hNwPpmcdd9icOU1mI0jiTcyLc3NLappjaQZRIlEhrGi1erFd/FqMKoONwx67vkM7RbDeYW2htSysth6QSWoPB+YYYZtzoSqBowm1X2v5JWQvCxukxx4w7WyFW/85PMyFHGtMQrboZe9cSSTRJWJK0Vy2m9UpOdmUxXKtrr23dybZ+jMh+1MXu5kg4HDmGI51tObAH4JCOTHnkwdlbJO9oX7vAvL5VdKYQYo0x2NaRW0feq7+Q8jEKN8NrIWLusgZabltVtRxmusszHt15bSV55ZaYttFzYyoSU4owaxTFSaIt2piQKZdWnC5SUlsMReFUPVSqN5JYgzGVfF1uzrrgwqmQqAt7RJV5EUVIG1v4QYl4PSCDhpMyacvMn3VIzMSQ8N4Qs2MOkeMQFInNwnFIXP//3if9t+eKDNzMyHc9wKzbE8mVkpOUBBpt89lNgpIzBmCSkBuHWQV1w103p8VcJx0WH6Vc8p2uI/tnTznPFn/ewwZtT2dR2T2lL1bS0xeiOgX1rfyonE+mhTUS4T55uq6NuSyU5nStLK3pe2NZjAVFvo4BnCEOQrtpye/enQoWU8jFhZP16zg0tTAx9xEa9Bx4i7nfPyo+R8t1cJ8vVLhcv+13v/UbzOzfOuMVh+bDx6uC5hswXvvuj/GFX/kc23ev6MvkjVXCr8K1xYBs22hC7JzggeYCucYSbgbyu7dKt9iPSGtoHpypGqL3uvOdE7LxuG6tEQrOYqK6wKY5kVqdiARUKXXPxlxixPYqE+5dp62G0utuTENrGhxOd7JZcI0vu31f1Eoj+blRLoS3uPN1kQVHLbaqS6gB5shh3mt2UphVmbFdYR+tdWIuz2E2rS7wZZefnCUHLcrG5we4GlVN8kvvMz59Qd+sONiJ89sBc7bSx9YsKQOCIT270zaXAbPrMM4hOcIcCUTa2fLF+Rlbv1H+UPGzAZhkJuaIGFFTPOM5ZvWW8dfXdK8/YDre0dqWMU9s/YZzc84hH2l9S7teL6oiuT0qB+q8X9qMZtUp2bZzRU2lCiX7YIu92uOyxWctpFrT0DatSok3inCIs/qc3mG7DrPWa0nDQJ3KizuH7GdkTroLvh6Ux5QzIpmUIt54rM1chWvO2zOGNqq3z8fOlc/k3YK42bYpShO0gJjRNlAo7dLS4jLW6OK5baG1uI9fsmo87dNbqnuZ8Uo0RsoOvHKz4ETkDKWQLyom8ebEmUnK55BU0ARvi19NUbkU6a00nFpPRWkopqh9CtBTX5IQ9TvLafEOGbmdNSXelzbWuiFvGlJMhMniGscwRuYhMh+DtmEax/HtW/L/uCY+vQMxmKsBu+sIj9e4IoPPVXkEen+V1i5G5wopBYV1BmlLAGjnlAfVemQ8lvNky7WvMvZ4dYDbkfFz77Dedthdq38HBZ24d04qsnF/pQu5fFbl/Nb3uKA8nIpR+CqrpFnQE+vUj0cQclEk5SkpejxGzNqT50QcAjw9arsaTsVSUUIthn1La+z0tpa/Lcdh6jW0HOv9P+ZERr83hv3Mt8N4hdB8+HhV0HwDxsd+96d48fYL/sev/kc+Hr6H1YML3KNt4XqUHU7rMWe93m+7lvYjZ4gz5HfuNFH6V94n3R6RlAlTxvoG1zbwxlZVIugO+P4OSIqZmCQ1rALt0WuitdPdtEzgLV4cQx7pba/cBlF3lc62NMWPPpOxNCWrxesiDEjjyLeDvnbjcI93WLMqEyva5nEG8ZY8af6QAeYw0cSkSMKD1ZIdo0iFP024zsKUCE2A50J+diSlTHznFnkx4KznbLVhbwb1m6lJw5mSquyR2zum2zuarIuLNUZ3vSESDyOBBMOBtV0pDwXBGktnWgYZFakhkhEa4wgya0QCcBtvuXxq2YdbNn7DbCPWe4iJy/YBzdmG7MAGTTGWmDAPNlrAOKfE6V6dfLEaTGrmDJ1XRVnrsbNVbxz1oWeeJ/pGz5kSrktAoQiu9adU6GKCZxptvRCUz3Efgtd13CGmBJPGGxrb0Lcboks0lzt4tMKsm3sRBao0SweN9DCdQ+4muJ215ZQbRT+KGaHpNfDR+BacxWVF9dL7t6W94rW4iEmzh4xVwnHOGHELemFmSiFy7wYzJR4ha1ukFjFS2iViwFT7GWuQEqRIzlqYRzmhSnW3b1Afm6z2/iYVrx0RuAtaaBeOmqKhQhwixlriGJkOiXhQBCWHREiZ9IUr0ts35LsJpqgF9e2EuRpIFkXRKnfFajFYnxubMNHq52zz4jAtZUE3ghJlR0U4ZNZMJ3EWM2RkDjS+ITy7IXzhGe15h3m0Rtb+NAeVDYueg7LA19Tx+BXFT7WdsIrCAapMrKnbHwBizAk0MpoirvJ2iGXjlGMmlwgOk/W8Ty+ORdV5bxSUUZ3SRe0tikx+SWG/PwS9XqtSq8r5F8+hDx93t+Nv+PtX41t/vCpovgEjCVy89gbRZF68/zZvBN3tuSK3ZOWRs1Z3qL2n+/g5/YMVJgrTea9Qc0nJTW9f0cyR47Nn7H7Lx1R+e5ghekVAYkbGUiSE4sKaMzkmrFPeQ26Lq+uxFBDe0GTdMbWm1Z1tSaD2xi07ZaHIM0PE9Wpxb1p1yhXn1HumPL/tO8yuU+OtKZKtWsQf0kiQSGdbpjSxmYMiFTuVlpsMbDVGwEwRrIcSuJdnw/TkgB2S7mTvAgg473HrnvPJY85VGs1hOmXQxETej0zzAFfqHNp4zTvKtwMhTpg58eL4HINhToHGnZKSRXTXnMjMzKzdGkPHyiRVucTEy3DNIR14tHpMai0vp2serx7RP3qo7cJj0N31EKDXhHPj1KXZdM0JtremeIGA9F5l89sOezgW1AyCzOSUuBtuOX/WMLWZLunnsIg2agAj5ZyW86CBkcpTMcYgrceYTE9HnAPHPNAYj7ee9mJLkzrswy3mssc1lliULlki6elR25vb0vJwVpHFhddQds+9w2SLNB6DYFxDDhmbMvmmWYJKSVFdcoMWnSRNIRdnMSHrglSzeSqnxZqTyqoUMCCKvJWFXv9GjeTEaiGraeHm5HtS5IfGUEI4S/+k+MdQOGsLMXZO6oHTO33ekhpvCqk/joF0DBooKUK+nshfuiW/3JNjhOOk9gB3M3IzYVuHnLUKY1bvlyIHJ5ewzzljJn1bYmUpVBdpz+ywl2vyHOBuQNK8cNYIiTCOrNYb0hdfIp94VEi1Jc7CGjDpdN3U01IX//ufpzOnFldFryqyWlu55l5hU58Dg/OWZnnPJXYpow7BJbyXMWLXnvTFGz3WSkROWuQzRo3RSCVHy957v+VjW4JDa2FWX6y2o+6jf/eVb3VYmKdvA4kTH+z0/a8+/jt1vCpovs5j3E+885+ewrrl0esfYU/DsL9h87LRHdnmHC57vUGdwVyuaM57RVKM0Dcd/Q98grsvnDG/c4O5WBH+2xP6ix73yUtdCKakBcAc1VukkGFpivlbLEoTT1EPeGTTkm4mNVzrdVFxxuGN0/iDYqhm0cmnukmGHDDWLDw/Y60iCZuOfDcoH+fJLfbTb0DvFZqPuvDP48DLeIVrWtx6RR5nWHXYsxbqpIru9OQYtaVQEAWyIE+PyPMjyaAKrTtVJeXWYEOkff0cth0yBCRENcZ1BtlPihIBQzoiT9EizKpxXrYgh5mbgrAkEjGqaihKxONpjCJMzjh836saaWoZ44gxicYIt/s72nYFvWO72bG6vMS9ttMFdRPhEJTjVAMBvVU5fyXXuroAOPCqciEm2LWYJyfI3uHJJjOGI3InJDK2P9egzZSRdcuiCkkCje5Sa6CfoiXa1nPrhm4I2BvDkCfOssdZz2wjrD3r/gz71ha76/Stifqr8OwAzwfkotdjsMCjtQaHTpF8OxaiqLZkECmFlQUv2E2jhcuuJz/fY+dEOk7IoIGpTEratF2zqFkorUOqH0lZqNR4smQK3R8p6/6/sVQDmuo8C+VH941gQBe9qD+UZTdf1z9ZeBsylaKGFjNE8kqfN81Ria2zJsrnqUSbPB3IL46k/UCaJuWwodcmNxOyaXRD4y00XhVklfBNvTaiyuJFvZPIUlqrgmSHXTXkdYvd9IqczRGOox5HKbTGONFn3STImNR1vKKixpxcdCuXxJnTirk4WhtFAItcGqeS9Ro/YSyK1PjyvSk8JKu+M7baEBTie06ZOGkxZXpPPsw0q4b4a7cn1WdtLVr9/GmctjercqsWLV9tda5Ib0WvKwJFLb7kg8hOQTZvr4ev8mTfeuMVh+bDx6uC5us8vvTL7+nucNZFfeVW5Edb8ssDedtjvcFsSz5O75VcmITpdsJ5Q7tuCEloH29I3uju3hiFnGvvPAvcTOQhIMcZu1uRuwlb0pClGI2RRYsogVj7yV1T5NdKOjVI+apDl4S619Hk59715BJSaUB5P2UixqAk5lUDGN11O4N5eeT6xfu0/Zpms+Ym7Xm0vcC9ea5qjsJ5oCtF0FQ4ETFjzjrkdia/e1MULgl5Meo7miPBZexhwrypJnOkQnYegqJbUwADLZ6ByJxG7JNrYpNJFhpxDActZmp7bZCRnEeiJBrXsOvOOTKwWm1xr51hvKXbe8zR0pyvyPuRu/GW2Arn7RZ7scZ97EKLkjnDqkU2ldBNkao6jCnHWC8YowRYbUdCnhN2V1yDAY/HO6++QDJh+47eePa315xvH+DbkwT4tDOmLHpCzddx5yvsWsni5nYEb3l05QidxQwzsukYm0z72jl87EzXuilpDTBneKa5Osag/kirhu7hGusd4a4khU9FGVMWXYKSW/X9gEmCu+yR64F8p/+lKRTH3ZPo18YWbVuUiq7xJ7O8gqBISRY3tUVSTOCqkqV6qC1kX2NP5zwKkoy2R7NgfQlYjIWLYoqDbglGVH8fW5LDIzIEzKg+U8taGbL+NyfYz8iV8pVyzKRBC3GbLPk4Yfcz5hi0vbRpigoHbUl5TepW0pMDX8iwUoocb9Q/ptPYCLxV7tS6R8Y79XIp3BZvPVOcMZs1YosDSyzvs8wpy4cjnH5WSbkZ9akxRls9NZ3bK/JbH7IQgaubcuWJYZZznrJoujt6jeey4VhM+oaoxV7NDBM5Sfor+rMqyGBtG9Zr/isX6FroGk4F0r377deNUtAMx28PDs2r8eHjVUHzdR6pThaiu0OJGed6zOunlo3aumu7KU+J6foWayx52zAN6roqRugfrBiyYP5vHyG9d4s8UQJgTgLHQHp2qwnX3mHvHKzbU2GS1WK83uxSzLykLeThEPHWE3OgJJ+QycvEJiJElDS6THLOlsKqBFCe9eQXe/zHH0HvdEErip60H+h8z+riksHPPG7f4uIzn1CEZ6WTuLT2tABUqei6QcZE/tI1+XbSXegxKCG6TkbesR+v6I4PNfupNOtFBDlO5BAwGLxraET5LSYL8/GIaxoO6YgY4UFzSSIzxZGZQEJRq77bYLcdD6eezUffxF1utAhpPJ010DaEuz0X7TmzZEzfYh/vsA/W+tH3csrHAd0dz/k0uYakbaAF5jcL7yiHGbdeLe/F+wYpHYldc87qY6+TQ8TOwjDs2fqLAq1TWksUHlF58iz6mXsLs8V4VQV5a5Btj/eW+OUXmLMNrbP473oIK086aDyBsQZeDJrLddEtRFB33tFslGOSe0/KxRJ/5lRNNKVwL4ZoZNF22uWK9M418e5IImGyUY5N47UdF2rLwSzXkxSVOFJK7hpymrKib3rRLwvkiTOUT0TxxipKkoqyp1FFVS1mRMC48hiv16YpGwPjXbleS1FzjHov318gq1opZlWWzVEl/CkRc4BoaMZAPsxwN+M2ilRSuj6miIyqYks/U3tCLKwpEveiUMqlxdo43VB0DewH/eosTdcRhvgB3xu9Jr5i0jKlNVNbX5TiJabT++n8UlDZ0tKTUkDaUngYUxRx5fdVWh6TEMao3ECB+W4iHwKmtcgU8euG+O5dmTdL0TZlJbjfR2Jc+dwLcrec+kXKX47xq6E39WYsrcdfV9hYGMfIt8N4RQr+8PGqoPk6j4cfO9dvjAa5ma4hv7ij/Z0fxVz2C3rDuRJs05M9+ckef7nGzB35bsK9tqU564iHoNJs7zBfuCqmU8Uc73YgvLxTUt1NqzbsbgtNTQTOVI1qnKOiIIAJibyfmcNEDTkTA6l4qFgcDg2bS2Q2ttMFseyYTa/9fTlkzKaDJzfqIlwMq2p4Zc6Z9e4ct11zYXf48zX2zTPdhdWWwsrDyz35OCPHWd2CgfQ/rsnXA/Se9ORw2lkXLx3XNdzEgYvrPfZyC31b1DUqdc1I6eZY+maN7RrSpOGL06xowtqv1QQvzWyaNb3vuA63nPXn2Ms1IzNnj96k+ZSmVnM3q1Kj9eSbgcN8YNdtyQTsqsVuOz2uEg1hWhZFmnirknaRYjhYSI1RFyYZI/OzW2znmSXQHnRBaF2LutQKnetw5xslYMeMjYL58jO9xqAQNUV9bzqvip06iUeU3DsnzfOpUuspwhTUy8c73MUGHq1gH7RQXnliEjjMeiy7VgMEty3dRY9trAZfelX6RJuKUkgKubS0CkqxZjqHPOhx+5n0zjUhzoQ048QySaZNDTZtdCPgS6vCALNeAWLRYjynQn7PemzuXquk2BIYXyb9KJgQwTRARmwJwcy5FCrKydGCk5IcXkISx1h9KxXpcpacIwwBM2nbFm9KlpahxirUoE1d9DVZ/pgHrFFDRJkiZkwl6JNSdNnFL6X495fXLUWMl5OJ3P22jNH3ZTtP7hsYZ0VvSrZGn1cLOXZBBiswU6+PqgDy9tSmaezp/VmKN5BblF45Fe5eY8kFndFUcl0wDabQYLSYCbeKIE8xEW9GGAPS98g+kPtGwyi9KZEXTj8jq9etMRQuWIm1SGrQKaXdtbTNXIFs6r8Xb53Txq46aC8/u1cUjcfwPzfJf5NH7Qh+LY//Th2vCpqv87j86FmBbEUVCq1D7rKGxJ21ehOWWAAZAvlXXzI/uUY+8hD79AAf2dFtVRLqWkd/1rP/b8/JV6M6+yZBjpF0deB4uMNbj3t+iztfa5971eAaRy7GbZKFeJhhiLpx2Qfi01tGmYoFXCaL2o+LCI01ZFFCbyMNTdNSDeuMr5Nu8QkZZtwDDWbkTjCbVhVF3tFs17DroXO4zRr72rbItMts2uoOM784ku80NdrueuTlFfH5AXex0vdvUd+SlUcGTSBv1xsmmfTOHILyW9qGvM7YvMZPgTQMWAHXNeAdedTEaZu04LNYTdC2FovyNx72D+nWG9isuPAd/fe8hbnsMYeATCp9RiDeHjSIUiLb2GHWLRj1e8nHCbtqoW/0vDQesylQechwmHWyjlmJ3K1j/K/vc3zxkt50mDc2XL/7DolMb/X2tKY4Cq9Vem5aj/3kI5ohINcH8jBhs3J3OFNVkbFO32/IkDUoUkJUf5ZqgjYGfeymI08Re77SAuzJXnfXIWOOQRGPRyvcWQ/e4M57mnWDMZZkpWQaVUSkIBQhK0/sUIjJJcqAzpeWo1OF0BSYJaOeI9CFhKSEpdWWUuW1OG0ziEAegxJfs6gqKeWTG25pdUnjl0VfAuASFH5YRW7IqLIpaqFpjEGqksmgrUBvlCyu5b8+di5k73Vb2jAs3BwxnFpPIotp4pRnzrwlScLNit5Iygs3RnLCpBLMueQncSLjVvPA+t5CXrgyxluys9h1S54jpi1o8Fy4bxX1mrNmxN3zXlEVkDkVOXW18w6ae94v9eKvydpRynxkFzVZjrkUiIIx6qIcxsC8n5H9RBJh2gd4qZsV7iZEMvJkT35+xJ51xcm3WFyInK4dyUg0eu6LT1D1LFo+UwsYd0Jrlr5jPY/m1KbK5l4xo1/m6dsDoXk1Pny8Kmi+zqPpG50Yy06FEPGPzmCtPXeT0ZvvoDd2evuGabzD/tKgO/DXNxzfuaY76/FvnTO+OJJ/9QV5mHUS3AeYlDsz5iN9bDnGgD9eqnoiZ+zKYZ3Fr1viMWjKdUxwNSDPjoQXt0w5kFNkTBNRIomkXBoxuvbQsPY9xuuCvzjclvRd0znkVpUo8Z0r7OUGfFHp7Hpc5YW0DntWSNBzVDkxZeF9b8/47ks4BJptT/jcE2RMNN/9CHu+It+O2G2LfWOHWXnS0wMcJtzVkca2yuuJemyu87gHW2TdYa6OGIvuhLuGNEyMMuOs1RZF4XXkkjSeJbPxG1zfYduGtl3jH59hP7JddsP54JA5k48zw+01jWkY4sBquwYRwpdf4s7WsPHk40T63FPyrqF98wJzvlKi7M1EPqinid10WtjsZ6Z3XmDPW6abAfmVa56+/DUumnOw4KRM3KkYy80RCkrWfuIxISTkOKvBoEHlrQDWKfcxeUzMC0IjISGNQ24HRWhK/pNJVtV3V6NKi1eNckUaB5cr7EWHaxxm09I96PGN19ZnQe+VLO5gqC0cQaYi8V55XWhQ8qhYLWycVyPHYx7w1mHFEnNUt2QpbRtjyn2jC5UBmIvz9T0nWDFqkV8+WJXKG1Ns8gGbwCtnxiR1DF56L0U+LBZMbvQ9Z0EaB7HkSkVBRi3O8hRxg17PzPcM/0u7Q8aoSJUIpEzIAYfD1yKzIB+GWljoW8nVeiBW5vI9FKG27uBeUQY1C856R24bbek59YKS0oo0vZpEyhSRucH0GtJhpBQH6R4yU5RkWDltPmobJ+vXnEQLtsIxImmOlXUqw7fOYJ1hvAnE/Uy4m3BZiFNErgY1+Ow88nLEXHSk/+NdVb5NBW20FaVJHyxKQiVmU6wEzD3bClWyScneEtC51n0FHlGfrrb1lp8L0/BtgtC8ajl96HhV0HwDRnfZMzw9qD/K9RH7+oUuDJmiWxTk6YH89KhutndHrt55wYPv+wz8lyeMPpI//oh5iuT/+oL8xWt94iHCHHQhEqGzPTfzNRu3IT2/w704w1xPhIdrHr95RsiiZlUxk0OGq5H49jVhGnDZcEwjgaDtJonFFt5gnbaYmqbDWo8z6p8jtd0VRVtPnUeuDuTjVMiaFvNgrbyWYpbGpsOeaSuNOWLOe/VaOUTm//gut8+esnEb7FFJge1vexP/PY9girjXtrBtaF4vVvGdJkbL9cCb52+R5hlrHAwznBejPqOyVWPAtBGJiWE+knMixUSUyNZucNZhRXOiZgIPmo4YE77VIsa+voVNqxN5nxRluRrJVwduwi0P7DkvwhXGv8b8/kud3KeImTekzz+BmDn0ie3NTPO9r2EbT74ZmZ/f0rQdOY+YmwFz1tO/9ZA0TNweX7Dtd/S202LLZHzJrJEQkTmQjzO287pDFrDnayQm8vNb3GubRbUjoMGEa9SzZeUxUXPBZArIYdLfW6vo2KpT8uzTY3FT1mRu89GdKvEu1TPJrlvaYg8vRha0zjWO6Kwu/iXPSe4mRSBWftk11y6HtuW8csdICI6YEzHOtHEFcyYfJ92tR4d0hQwsUtpF+VQMQFE4icrTQdGxZaMuJ6O+LEp8NwVZiYlclHnGO3JUabBNokhS65Co955Ux9pokGaGoS0cFwdOF1AzphOa5yxWDIFI7zo9ZnNaUKq0XI0BjR5Lde2tx1WLmeVg9FgJ6kNEle4X5NR2bSHWWm0cN05J/IaF20PvtYWVakEgS4zBB1RP99GnjL5mdVCe04ljo7AUyRjMnMitI4wJuRlVHRYTSUQ3Y8eAlOJeDnqNpbdvMJteC1hXFEz3kDIt5jJGigN5NQME3SDVCAlnl+DRxUfvflupolKLDP0eegPEbxOE5pXK6cPHq4LmGzB2r+0YnuyxfUtKe1XtpKwZTh7dEb4cyLeTct2uJr50fI/tu4+xL++YX3OkYSb9v5+woi9J1wJ307I7xxrW7ZYhHLFti71cI50lf+mG9MaGKSS8t7pb6jxm3JNfDOSXe8RAL547A53p8M4xpJG7eIcxhlYa7ALl6g5PXUtlIbDadYO7WJHeudKFZpxJ77wou6RETolIog+dRh/82jNs1+He2NK8dkb+5Xc5/Ne3cTvPyMjx+Z7L3/4pNj/wCVg3pKLg6D52juk84fqI90XpdTPih4l8mLStVyaiajhnGo/ZglwlpsOBQx7w2TDkI844mrbT48wtwUQ6WoIT0hhoKu/ivCseMUbjClbqkhtu9zjr2ccD53bHFCbiYWLz6BHhvRuaOWNXnapNxgN3b7/Hbgi4N8/IT+4I84BvW9hP2MdbxBqax2eYlwce/K7vgXfvsE8sLa3K1Z3DzJExjtjjCg4zdt0V8qkuwnhFj8y6UbO7jC4I3mKch5XoNTiVFtg46jzfN2grxWii8TGoFHflTxb7lz1u22Iai181NNsOYw0pqo+IFAVKNfGrCeuSVLZO7080jcbCUDKenMH0JxNHi3IzYprVSfY4IYXgKqlY9tecp4oW3J+Yc/FNKbtzpnuxH9WDpxZCxiK2VAzHGZmLZ5BVZFO8I4to4a1XlrbspqDH4hzZGNx61vty5fU4RdTorjocO0VlggR6u8U21RahLKZSkIaCfAAnf51FZlyMWypawwkpAYo7s9NCypqiNtTHGu8KZ6rR60REBQcFeZPG6ecdMzTtr2/VVIJ5zIvrtW6mUBuFqphKGUxDCiPmbsbuWvLtrH5ZxihCJxlzG7SFnDL5akC2LXzxWgnfVRWXS+FZLA1MbYdZp69ZCe/xdPyGkgDvDEhB6mrY6FK43Du2xKmoqadaIMX7F9Sr8e04XhU034Cxvex50joIqKRy2+jkftbBcYZZTjt6DG5UZOTu/Sf02x35Wri9+m9442m2D2nbojTq1d5eYoa+wY+G7fqc7Sffwrx1roZmvZp3TcdA7rzO5yuvu5ubCaylsx23cmTTbdmuzzFz5nq4IuXEmEda0+JNwIeRlduqlfo447oGmQ35bsBdrDBnao5XHYLNqiPfDNA68jSBNdy8/x58MWCDkHpLsz+QvnjFy6un9NGwMhue75/y+Hf8FrY/8jtYPVoT5kyzUy5Iu2mIc8ZuO7y3ZAH/6Qe6uHzxuSZIiyHfDtp3RwMDOc4c97fcHF8gIqSUmfLMZXMBxpByxjaelfQc8pH9eMu63xKGI+3rFzpRRlGX5RpRAESTOPM7nk1PuFhdcHPzktXZGcll3OWWfDPgLjf63I3j9sUzxicvsO+/xPuG5vGW/bNnbHcX2I+cwcqT373Dn60LEVuw1iFGsBlt/QjM80xzHLBdQ14riXcZMWHP16RnR1WfdQ77aFu8jrTtZ9aNOlOHrATsdatF2pwUfZuKSdxZV1qLoryZBytsW8JUvcV7QzgGwhB049s58pgIN6Mq0epCd6shqGyLJUBjlU8ms/qtlHwyQXBoIGljGmII+vPDSDzOuJSxfUftjtjqiAwfVLcIpdVUCpW5SMhL5EeOJ9NJ46ySlUMiH5RbpEhF1I5LUQnJcdbrQNBwysOo5FfvF3t+G3pInSJRoAWDFPTAW0zb4tHWmpQCGe8KaCDKaUlZ2z6FE7RwZ+4Pufe1fu+0wDMlFsGY9oT6FEK2yXlJXF/aViXTTUNzrWocs7AwoO8jI1X5VGXt1Y08KkxgagHmE4yJfAyklwPmetKCZNUUkrDoc248+b09eYqYMZPeuS1FGPc4UQLr4tOzmA4abdU1VtuBFXVxqvpaWpne6nHExGJaCCe0piI0+d45LtfRt01B8zUiNN/JrOBXBc3XeYgI7/6fb+si8fKAfViM1qrZ062SLJUg6eBWMI3jQfuAu3hHvIus2g13Yc9Fc042QjrOuHWrYYTOIsYoCjAGto9fo3njAvN4g+kbLZ62rWalVK+GYpkuoGnZObNNO3xJv07DxKNksGJ4GTNDHrDFQ6KLPSEHPA7benVwnSISEvasUwn2nDDWYtcdZtshManL7DsvuJVrLtcPIUfGJy+JqxVfGp9iQubNtz5F8Ik33/wUm//nb+XyU5dk5xbi3hJwZ5R0aMru3FyscB+9UDLxu9fIMCHDTJ4MIhnnPcPza67unhEkYAVuwy0bt6G3vfIrnBKBJ5k4pCMr6UkbGKc9uwclh2kMqo4pO3yMoX1wxvzilrPmDO8969zj+p4wjKwfPYRNS7ja45zHdg3nr73O+OIaM2dyCrhDoN2s8d/1CFkrEmbOdME2dzNmXQqKwqUwfYvEiCAM4x5/aDC3Hnu21jYmqDvzfiR97ojkhFt3ums97+C81/PXKTnZTh1pCJqc3ZQoDkH9fEqwJc5itw18ZEez64rrvS4O8zEyvtTCyVrDnDOyj7Cf4ThrazNk5Lq0m4y685pew0OJZXdtFZmoQaCgDtA2K2do2h9IKWJHlHPl1cxPJCvnp5Jlq1Ptks2Ti6InIrNoew6j3i6xBFc6B5OBKZLGGUkaYWDQ854BNzfkMWIbDRPlMGlrVVCbBGvIhdjramFlzcLxoMSc2LZh06zxpimuurZkcZU1NnIyzastn0rQreN+y6T+bUGrjBdVQXaiiNzCLaIQ70vSdI1WgNJWEuUVfSWfpBYyH/iZOfFoZr3/K9JVETnmpGjXlJCnB+RmxuxUBGAmq9fV2kMQ4pev1Qrh6g6K4ICMwni16ADdRNTjbCzSZFUKGhZjPaneN674DNV7p/KrsKdjrLJ6Kx9sOVXfmlTUh1/Nq+ZbaEglqH8Nj/9OHa8Kmq/z+PL/522O795iXz+D1uMe7xTiPe/haiima4Xg6B123eHONpzlyLSfGNJInBJBdBFLOdIKmE2vu8Yy4emuu8O/daHP3XlYe8zjDX7TlgyoiPWWFBKMKqe16w6mQNufqzJoCho+uVvzEMM+HxjTxCyBJjc8n56zcmu2m3OyZJwoVJ6PM/Zyhd2tSHfqEmsu1qpUsIb8ck/3Xa/x1uUnSFcH5GrkfM68e3iPLjtWbsvoAmvT0/7ON+l+52uaSWRh0zgOJSlcrFkyYeKU4GbSVsu2xX/kAfE4a3bVqK0KaQxydWB/95KYZqzAMQ00tlGujrWknGiNY0wDxliyZIxzzGni7OFjJccOQW98gy5AoxJo2wfnxHHmbL2CY6RzHekw0772QCX6zwaO11ds1me6LnWe7vwMud6TQyLdHukev0G+HtUddqc8HdlPMCR14W09Mhbr/qjFI84wzAPNoWVl9bM3bcnnGmfisxvmcaRtOxhm8s1A8+nXlKS91qgF2zrytsVOqlYiirYw97P6rvReiZbOYB6pg7XxdtntxiGSj4F4dVS1XWO1kLnWhV5yhmNQRd71BBc9iGgcgDVQErolJsRYOMxMWXfyjWkQo0nvEiLDPOBxJAJm1uLaeFfk7hGpRWY1jDToPZWEHIpjdoqklNV6JGlBibXYRhPu0zQTc9BNuxhVxTlVYUmImEmVTPk4k4+ztkRCIuesPk/DrF5Pzur637ilZWSsUVJx51j1O6qqCucW7tKptcQpTRpKwWJPnI/7iifKV8NS0NCXAinKkuUGFJK0qqOWzUFRP1Y0y5TW2Ok83ms1GXOv+LFAKWZKi9cUJErRrnzi1lTzz1qcVJTloif/p6cYgfT2NYSEPVufvHVA20GrRh9bEaiymRFvtAVe5dm17rhvnmfNPZSrnKvSiiJxKgq/khRceEs5Cc5/ixc0XyNC84pD82r8T4/bd291wQ0J83ijxUvIynN4MWobIKMTcufK7srTrFacz+c8G55xE2/Y+A1TmtnMUW92Y065K62H/YS73GDONWmZ1mE3DWbXahEzKnE4ZSFdjeR3bsCBpIQ5W6mXxH5U8m6rwYrGGHrTgzVENOfnzJ2x7jfktviCNGXyi7mY67XwpYx97Rx7scKU8Dt33mF2PdJa5HpH+vIN2Xk+sl8RDgN5nnF2xXp3ifn4OTkKY8q03jGnTDgGbDE+y2WBqIZkMmoKsdk2uNfOSc/3hOOR1IBPltu7l4x5orMdIQU629K5jo1fk0zGGkPIEWs8vnGsZVJ7/SD0jy71XI+60zYUqPt21kXOOdavP0SGQJIjMgfiONPcHslZ+QlzGDHXiXU6x7JSVc2qJc9HiJH5nRf43VoJp1NCGiE/2ZNuj/jLHevtOdeHd9m6DcxRPT8yZIR9uKMbOpX+dg2m95i9JR9GxrTHiy1FakP8wgu1nn99q/EHK48NGc57LdZKNILMWUnP6wZpnCJvl71yRUprImchXQ3kZwfdSHt7aiuB7q7nIg0+RI05cGXnfmZU4ntQPyQZA1kyeVKF3WIgiNBs1sgYiDninWMm4Qvhc/F7uT+WRVhbJlJk4zlEUk7YlAgpLj5LDoefNLcspkhIM8Y41NImcmbOSqBoxISSOzXGEqKZtD0VEiHOuBDxrvjWOIvZtoWgSuFfWWzX0JytNfajBEwqt0kXYZPuLfz3F2KXTkjL8vt7/9Vj9gWZcH5BgY3Jp3NTuXAVzapxG5mCTNxrXRYfHU1OPynGlsJLKIRkfX4BVbdVcrbR3xtbksF9aXVZYNtC60hP92ppcDVia6uJ8rjGIpKxq6ZsJsyS7q2qJqfcLFuKmsVJGEWLalFUF+zluIvkfZH619/fO0/lHI/Hmc1Z/381zb8a36LjVUHzdR7dtl36tPbBmnwMWnDsVcJad0fGsKRjq7SyZRN3jHHgoXvIGAfmHDjMe/pph9mP2pP3rvTMPfbxFrtWtZFprPadnSENUSWlxpCmkfzFa9J7d/oGSx88p6x+HgBBYw1wlrVb4Z1jlBmP5WxzSbPdLJC86Vv1tSjkYLPpwBjsutViZlV8RlYNvLnFGUNeeUCwmxZ3tca/PBCeXmNmg3+8hd4T9zOjBWM6dRYdAi4rSdNYbeXJMeiEWkiKMsaF8BeScpOmOXCMB/puozvUYOhTx8qv8MYzhpG+XTGGgc3uAts17PZwlJGz1QX2rC+7+xMRU6QgKEnVYrbXHaRxlmwNKUaOd7escsZ6p+7DeaI9jDTWYnZrbfEcBojC3d1LzsaIfbDVYqc1TO+94HC45TLCenvG7ZP3VV5eXG69WAYyhzTxIGsEBDFh+wa76VWltD8wm0BvFRnJt0fSOzeK+ph+4RGY3uti1ijZVs46DZx0ZuHb0FjyENQZ1lnyHMlP9sjLEan8BmOUc4Msi68ZItJarG1PXMwkik6OpTgQ5fHsx7viz7LTBHg8dt2Rrw60viV5Q5MttA121SK+hjfqQi7VkVs0vgBT7ifJWoDkxBwCMc+ErHll0RjGnBeL/iiJnMLS2pTa7qnJ5JPaJAD62imRQmBMIz5H7I0WKaZRO0rNSLqHkHQNbtufpPfenVqF+V5idOJUMEDhgeRTQbIUFLWg0UVd6TKazE4xEyxglRYW9TOv5ngViamIkchJCCSUdpMtTsH5tJ3Pp894mUcAaYoqyZgyP1lVMS3cnVLEPVppTlvbaHvTqUmncZphVRXspvMnpVPxpMFyOhe1GKu8oHqsyLLRWhK2cz59oPWx9Vi+UuVUjms4fOsXNK8Qmg8frwqar/N47TOPyXOkebwBUFv2LOq5sCqhfrWLWSSaJzVCx4P1IyVKiiGzJ0hkPuxpjcFue9y6BbHYbVf8PZRXYPsOOg15zKPyRrK3yK9dE//z+8hx0hs9VIg7lomIogzSImUjW0w4QoKzswf0F5dVB4PtlcNTiZYyJbX7bz1pP2JDxlxocWUe9PiHa3LOGIvapXcN0nl86zWUcIr6XIeZ6C259O/TnFRubiB3Wd1p74fzeYeJczFaKyRMYwhh5DpesfIb+vNzyBl/8LTbnsY3pOOES5YpjVhjaR6pgmrdevLVC9qLnRZqU1rIoDLrAirHucjW1cV2GU59V66PL8mSWPUbxEKYA0dz5DyvsL1mZ5lNR7y6o8GRYsRdH1RNNltePHsPA4zulma7YddstT1owBiLd15ba5IRspJ4p1gs6S3+0Rl9GJnTrMTZzmuS9fWR/H5XpPjoLr51+jmWLgLnHWbTKkpXSKscIjFm7Kole6NtpOdHRWDKTpxaCGFUkm8pyhmrCJehvEbxzRjVZTenDNcDz+cXOOOwziEGNv1WJcbWsF5tOdqZxvT4B2eI15aQVH6FqX43hReT7/EhBDWMnANjGpjyRJaMNQ5XlFAWiyvtxkQiSVJ0siIYZccuk6IzFSWVDHMOzHkm5YQ/eozz2K4ll/BR02hivTRO7+91p4VLNQAsPKVlZaotpHtyZIIiTjTmngcMZUNSzqsxGh8AZZOkYgGIivw4bdVVdaJGl5TWU0Wz7iNE5XlqvMXSsqkITPwN0qgtkI22NTfqFm4Mi9qufbRh/vKNmknOCft4t9RGJqhhIjGpUi9riSVl42esRebiVl3fIwUd+kpJ+73i5PS1Ilrmgz/n3u/Lz8bDt74XzeJx9jU8/jt1vCpovs7j/KMXyDgp/DxE2Dp4Mekv60JoT0x9s260uJiC7li8RfYj1ntWqWcvR27nOzYHYVVubrtqMKuWPEaMA7tRRZAMkXyjZMzYO7ibyV+4Ir59he06ZJiLgsNgGpXTynHEWKdIi7Q0AuvBsMlrmssHikaUnXCFl6uFuiSPRbAPtszvvsDfXmIe9Cp5vuixrcM6T3Rqj64EwuKkPlyQfu0Z+XbEPDsuEtspC3kM6uGThDRGfOPwrcee9+TDvKBREhJmbDCtxx0shzTRmJbzi0fIusVZhz+7wG17jYR4fkd8EhnmOy4vX8NcrDSHpvXsvMPuVotjLM6oCV1U9EqCZggxBD135VicLYnlRG6Ha2KONLbhJt+xYg2r4toqDrdZcXz5gk23U5RsP8G2xxwSd/GOS3vONBxoXct2c66E4GnGeEsbVeIsVtSfZlYUTuYIKWO3Pf2jB4T339dixSmCko8T6eqgZO06oQ8z5tFad8c7r5+XM5ioizEpa/ExK6dgSTquRMygRTi95pGR0TZF5zG9Ri7IMcCgiqtFLnxQ0qiJkA4DQxq4bC6hcXS2xe5WxRW6xbWO1d7QPjrHnq1UGTUFLfwrGTVlJCWqIzZSULvq85IzY1ZemjUGTyaggZ+tUQ6LLoe6wfC4UhygRP6YlHwsULf3mhul/8tkxjjih4Z8c1Sux67HrAVri6mdt4qmpuKe3Hr1GJSsRc79FlJFF6oEvqITFVFI+cT/qLwhZz/gbWNEEHEn7gunZGqzZDUZbVVFVRSZVOIisv1gMVBXvvq6SwXCMid8QHHmgVWj0VC5FEzewsrT7DpmUGSlsad8qZBOKe1RrzUzJy3kFvNAc++1lSNjqn9ORV3q72s7qX5fkSV3733XjVz9eu+YD7fTV53XX41vj/GVfPrf1PH3/t7f4/u+7/s4Ozvj7OyMz372s/zLf/kvl99//vOf50d+5Ed4/PgxZ2dn/NE/+kd58uTJb/icf/Wv/tWFAFf/+57v+Z5v9KF8YLRvXJDn4sExFt+HdaMIijO6ILe6IJh1i9322sppnKpBVi1NX6z/ESaZuJ1uSIeBfBiUlHhzJD+9I78clcB6NZK/cKU+NC+O5Hf3pP/8jPTuHSTIL+4UFQHMqtPFZ9Up2fh8hX2wxp6vMLuepu9pXrvEnq0wq0YXpbpzN6a4g4ouUFcjdq0IwPz595FDWOSTOatJWbNuMRc95rzXHdquxb22xZ6tye/fkt+5g+cDcj2RXwxKHhWUayRC03rW25b+scYpmJVGIdiLDnYd9nxNs1rjm47zx6/TXO5YdWu63Y7mtXP8xy5xn7jEf+Ihq4tzmqbDbzeq2lo3uPMe/5FLbWOUxO48BfIxkq+PpLsBQlracnkoBNGSa2ONpTcdQSKH6Q6ThGMeWPc7PaeNGrT5vmHIo37WxujnEZO+hiScdaSkhYr1uteo8lrXeNZ2xcr2qliLGnwq+wkZZ7AWt+nZXj7Q9z+H4nCrCii5m4qxWiDdjsjNrGvFWYs569USYKcoX1WESJJC+h2VmNw6VaqApk/3DdZZbFP+6xs4U6Wb2bQFrdD8HbkeyXvlIckQmMYBayzeerUS8CvMqlXUYdthWk/z+gXujTN9HqO+KlLk6tVokCSquhtm5G5AxlmTnAWy0aIjippHhhwL2qjDGItZ9Hz6bxDE1kRvdVeGaiCo0qTGeDrbIghBAjkm9c25PiKHCUpURkU7TCmaVYasqILusktL557KSdPi04kkXEjGUtuMi9SYovBCi9HS2tH2l12QVONUKm7q39a4gPq4UiiZ6idTZeQVCarvIabTa1uWFl1FioClVWXWityZvrQmdx2+9yWDqXDwfJGwl8DLqiKsxZpZoh5qYVaGNyduTJWn3x/1T2vBk1lMKJciEO7xaD74te2/9ff48nX47zt1fFM/vY9+9KP87M/+LJ/+9KcREX7u536OP/SH/hC/9Eu/xCc/+Ul+8Ad/kN/1u34Xv/ALvwDAX/7Lf5kf/uEf5hd/8Rd1B/Qh47f/9t/Ov/7X/3r5t/e/uYe5/fRrHELGXrbKoTnvdSGwdjEuM1EnMjFgpMVmIR8m5QJ0Hv8k0mzXPM5rbqYbEHg6POWxPGZmZCO9TvQ5q439ttUdX+1jD5H8bK8cDKdtL4pjqPEGfKO73d5rhk9rdVfNWgmOXaOtkuL86ja9LkzRwohyC7IjvThqy2rVka8H0tu3+De3MGVSmxXB8Y6mb5jPWuVYTAGTe9yDLWk/ItejFn9TCe3sPXbTaLvKNbSNxVvLfNYTHq8JY9DWB4LZNLi4RobAxeNPYNuGFCLWNypR37SYyw5z3iOblsZZzt9uMW2LSNZF7cyrw+mclHvUFJfScUZuBsSiLT0RbadkKUoznbT91LKxWwhwTEeO84EzrwaCZtMCRhe0oF44WZRro2aJI4SAM55IZGe2aiw3B8ysqpzqa7JuVhrGuOw0MzKVFsE4K1K1XZNurpingG08zlqVHN+N2LbwIqZEevcG1zqMrHWO9xY6CzdzQeBKUVOnvxIYSWOhA846bO+XxVJi1lZXTCSnGVxm3WjhdTWSn6mjdAbk+kjIs0ZtOA1DdWeFJB0SZtvBFLHna0Ueq/FdMaGTcdYCYrG5F82lilHfbfHRAQqSIiBJW7k4rLG4spdzxpU8M21f5pxwdbHL+jNDaW1YbRV539JGKSCGtjzTqCZy1mv7THk+TouLEvVQUUhJovf/vSJGOSwFZQp5KZ6Jolyhyhvz9l4xYU4oTrn3FyQno5/h0sqS04Je+EOALvYVPYoCNp+MARelEh8kKCsEU1CZUiBV2ToWmiLFnoK+j5LKbrOQbMnGSopAqa+P3lOVW0SjlgpVPi3lfoPSfrJZf5Yp2VTyFWjRV0zIKUNtSXqrZpxfZWW3reEj3/Xgf2qO/2YOybK0Xv9XH/+dOr6pBc0P//APf+Dff/2v/3X+3t/7e/ziL/4i77zzDl/84hf5pV/6Jc7OzgD4uZ/7OS4vL/mFX/gFfv/v//0f+rzee954441v6Hv/jcbD3/k6+195H9Mq3GqsVXg+nxKpxZXkY+PU9M6aoiACN2lo4mbeagTAoWc/3mGHgUM6IndGqROzQ57cwrZDPDRnW8y6JR0D3Bx0J7j0zi3G6U5RhJPaom8wF32xayjvY1KyqQbfeWxXTMEageyWjZMB3f3HiFiBnAlfeoH/9EPkcobWkhqL33pM5/DbjnijCy9E9ZM5ayEk0vsH3GN04hoTed1gty2u08RnI5m+tcSHa8LNpKGJs6b9ysrjXj/Dd159aIagRElXzn9VXHxEU8zNtkNeHpUMvSg0zGK2JqO2/8QYXUxT6fFbo++9ZuQYg930mMazumuQvaaMjzLyePM69sEWt+2gqIS41ceENLPq10soJ9bRu46QI75pIAvzPOKsx3tPignfNriupUlqxmjqzrgugnMsBEwHjWU4HmlSg29aXAS5uqVpFC3IkuHZHnO+wrzUApKVR44RXhy1iHDm5FtyVGWSWanVvznrsA9Wuq4ZlDRsoFk35JcRMwTl6ogo6vbOHen6QA6qFIrXd8yiRFzftjSm1UWvEGA1F0qN/+rnIZOidjJF0s2RFAqRVyhSbVVGGWMpuh8yWb8XiCSahQSKtgtLKGkmk0SjWiUXszvQgrF8b1xFPTymybTSUptVSUprcrJwGNXHp8qkCxHXmBL2KKjrdrSY4Apfy+pMXB1wY1YH5py1erWiqE25Bhe10v2vFa3wghGPSDwpj7xVtdkic4cPqIKiFNRVzUAZQiE3s2S3fWDxL4WRsXbxuDpFY4leT63GQdTctzRHDeWtI4sWIuU+klrMFMI3IiVBvv6tFljVd0bubdSMsSCFs1ULvfsFS23r1XO3EJ7vHxP8bz/wW2i7b32E5tX48PEt8+mllPhn/+yfcTgc+OxnP8vnP/95jDF0Xbf8Td/3WGv5d//u3/2GBc1//+//nbfeeou+7/nsZz/Lz/zMz/Dxj3/8Q/9+miam6dQ7vb29/ZqOZQwJ22rKs912emPakkLrHdJ7TDC6IAsq4e4dtvO62xyihswZSFdH2sZxtveY7oKwNdgA8/HIOjuVQiK4riNNM3Y/aWuoIlghAk5bCkUiDubk4VHchcEgG91F5b5ZUApjOBEJvdUCDEO26MQXVbmSJCCSOV6/oH15xF32yMqTG6t8lk7zfOJ5q4nTY8T0HrtZFXdbfV84i9yMihidd4T9zEGg7z3OGnzntTjctnA3K1dElGfCqnAVrEGmrIqde0RC23p4s8N3nvxuQ/ryrWb3jMr7oHWQPBxmLYLmpOdhnsiHUZVEG02JlpzBW1VFhazk4pjIkiDB+vIBZtsqJ8A7bM5ka2hdS0wzxm5VGbbpkJBYN1vuhuuFvJlDXji7KpdXfoubJnJVy5XPUNtSKLpUdrqCcIhHVlkzjtxtVLO/h9sSWpnILw+Ylcc5Cx/Zab7OPmgroHNavAJyo7b/aj2/wtieHBJuEnWFtoZuq/dpfjEg+3lpneQne+JTbXdKFubrPdOgad67Zsc+H3mwfqif/8JpKEZ8MWuY5zCrt0wS5DARjwMxRZxV8i1ZCFnJnJZMTeQRyTgczmjopRglJ2ejiAwWHK4Qhi2pIDQLibkEL2ohYZfiwCTdnLTSlUJI0R+JGlYp46xxGaYgDa07tVRyRmYUjQhZ4yaspnwba+7xZLhnAmc+4HosthQTNZyxmskhC3dK40jCUiBKa6gGcjVOQCInBGdOC8nejCXewNdCiXutHE4bgLopMugTRdEiyapKbilMrCHswwlJAk5WvwZROKkUe1nbUrVNBEUdyoKMVmk+bTlH931jTD0PRl/jvkqrcsjKeVwysyzgLG9918PfeGL/Vhlfa9/oOxeg+eYXNL/yK7/CZz/7WcZxZLvd8i/+xb/ge7/3e3n8+DGbzYa/8Bf+An/jb/wNRIS/+Bf/Iikl3nvvvQ99vu///u/nH/2jf8RnPvMZ3nvvPX7qp36KH/iBH+A//af/xG63+6qP+Zmf+Rl+6qd+6utyPHcvjjz/0jVmVSYWb5TAmuXkzlpvrK6gNs4incWusu7Y1tWfwSBW5amNV75N23rSYcL3PdwM+Is1zaYjp1RIjGXXulMCLXMoQXZWPXFs2WkW6NkURYPxBrEN5hC11fQBJ80yQdTJa9uqaslY2I8KJwfYpyNjnjl/vsderLC7FmkdOSW8b7Diac57wsvxZKPuDXa9gsdrxKriif2EPDmQti1zzKTLNfKgp2sdYYjYxpK3rZ6n/ayS14p+eV+Ijxl2DWbl1Vm5yn1jhsdrDe6bE/nZUVGAwm0yrUOk1ZveFTQtJOQwwrbyPFDLd1DPlqK0cCGxfQZ2triHW2zrTryoYo4n3qqXiQhmu1K+waCIzTDtFTFqHW1sSU6ddPvdRnlPOeOaRhUfHzASk9MkX0is1nkkztzkWyyaW9XuO7qmIFZ9C1Mkv9SoCmuNnvs561oTcyGLCvlmVLKtn3FZ1A247Mztow3OrQj7mXg7Iu/d6d/eTeSrkfTklnx9UMl7kUBb4+iaVSkOJtxupSTwUoxLyNidJ4+BvB80aT5rsGLaHxnTqK2kbHFoTESSpEGXcq9VgWCNpTMtE7MWH6IBpd54smS89XjrmdIEqJHlcm7LAqttLLuQ+k2VP3uLC1qEiWSSZGxMJ7I25dKwVtO9RRdjMyfEliTxmrllKe2QU2tHYwzQCI6KPLh7hoKLr0xFaThBp9ZgJCNB713jjSrB6sKuXgCnnKbiK7X4z5haOdWZ7d71VlEff+/1RXTzVN8XlA2Ckp/D7YhJnIqTOr9JKRjLcYuT0+apFk4h3ePEmJLTpDEnJt0vdsxyL+rmqDz2q8l6Cmp9fxwP81eZ0b/1xqu07Q8f3/SC5jOf+Qy//Mu/zM3NDf/8n/9z/sSf+BP823/7b/ne7/1e/tk/+2f8qT/1p/jbf/tvY63lR3/0R/ndv/t3/4b8mR/6oR9avv++7/s+vv/7v59PfOIT/NN/+k/5sR/7sa/6mJ/8yZ/kJ37iJ5Z/397e8rGPfex/6Xi+/J+faK//THvmpphLmcYqFFt2aZRChyFqVtDaF46GpuFKUuTAbhqENeKUCKvGlwbrHGx69XupHhglguD+ziiFAIcJiBi3KhCwXe55HQLWYRzaalh7RYkqj8KapcdvrClwcimcNr0qf4aJzvUkyYwvb/Avt2r6t2oUjgdc62g2LWHVlN2fQcaEebCC815R8Naoc+3zI/kLV3A7FadckF1HHEurYeWVxHo3nfrwZTI1zmEuNVgRp4oyBIXtO49defLjNTYo+TI/2SNDRvoGu2lURpyzIl19gxmjFh+7Xk2/rO5+jdOWHU5bT4paRNZHi71YKay/UhmyseoAnBvLdNBjco97bRF1nmazobltNFizb2myQNIWlH2000UtqJmerZySnLWozLoCSspISISoRYMYwaPBo844bWndHpWv0mjrTI5K7K5UWdOWluIYtbiZIvnlcWmfpOMt8sUrshPcow3ubibdTVqUPz2QXx6RKMjdRH62J764VV5MRhFJa+nWW1pnmdPEbm6UFG/V68YU1Q6Cug7fjoQ4YzKkYWQIB6LotZmMxRKXAqYSLXR9O036zjga0zDJhBOLFUuQgJeCVmLweG095XttkfocJZDRlL8HyoKrmxEnav4otbVRC5q6aTDm5K1SUujNpO/RSou0sbjfsrj/6+uXIgU5ecjUwyzPvZB8T0zZgkAkyE79WYyc7oN7adrqZlw4JZmFiCyg7+d+cVKHMYoa2aJyq8hVJTcvhVUG5yGixpAvBr1mq3+NpbR79f1IPcdtp/NmY0tERn2+e3NV5TiVOqp61tTP7Ndxae4/vhZfXzmM4e5q+PU//1Ycr4xoPnR80wuatm357u/+bgB+z+/5PfyH//Af+Ft/62/x9//+3+cHf/AH+fznP8/z58/x3nNxccEbb7zBpz71qf/p57+4uOC3/tbfyq/+6q9+6N90XfeB1tbXMnIqO55ekQKxpaPf+4UToFi3FjvSN7ByS7CieKsE0jvdLZiVVzh412lxVPrQpigl8DoxGWN08aUs7ilhs3I/cjGFk6piqDd8nSxqnIItC3AqUuX5Xp+5TljOLAiPdBa765XjMAc6V3bL+wG5GZEXA5x35DmRQsKvG4036FUqLNfjST0UsxYpvUde22BeDppIPkQ9nrJjkyzkVFQo5y32qiH7e5Nq6YGbM5WOS8pqvZ8FGotdN0rc3AIfOdOk40NAvnyliiApktuqGOka6GZIVgMde6c8jc7pZ1t2obJyuNiTDhOuhIhWt1imhLnsMZsW37bsb57zaI6YrmQStZ5mvaL3PaZvsI0jrzv8Ac1lahvIsxZqnUfuKHlF+TSBzwkRIRwH5jhhsxSvFUewEWsds42s6yJlOe22D7Mey649LQIZ/VwPs7YsYkZuD4qGGZiubmie75GPTJh37hTlmjUeQg5aiMjdSDwM2vrJFmcdbrtRDhPgcofzHrNqlegYEriE6U7oTJgG5jhjpsQYBsY8FiqJwYkSfI2Y8jXhbAmCVEZM4dFYGuuJOTDngDMOJ44oUVuEUNAdfYygi6TkQopOWZFOwykUtBYqjQZNmhkl1IKSfOe4IAZZShuwomkVLSzxEWZyiE+n+7EWQvpCi6pI7hvjLXs60cLnA8gK0AiIV26JyIlrw7172tnSyirtohqZsBCDsyJIddRiwBlVuXVVC53RaPjynKI/QgSGSDYg1xNILoWLnIrFej7mVJBVreiMK2T4ppKe9cSYcsnrpg2MLQVORafqXKXM+VM79v7v6rEsp1DfzzRGXo1v7/FNL2i+cuScP8BnAXj06BEAv/ALv8DTp0/5g3/wD/5PP99+v+fzn/88f+yP/bGv6/v8sPHoYxc6MTSqAFm2XKvmtNu5VyGblVdnTQtQWlRBd9q1j22cha3C0eozgX6/QODmdIP62tJSnomNGdn1mk4dIjapPbspOyvJqrgwphB/N0rS1YkgqnT33jyrRYVa8SvpVtVELiXyMNNaiLM6weYXR9wbW9IQSHNHszHadmutEpGnYoUfRU3iquHYplGFzCEghwBfuiE3llgIr8obUQTFdOqcrAttLewcXHbQemzdzcwJ93CN37bkLDjXkLHIJ8+xNxP5/RvS9YAbI8lZlQ73Htt78qpDUlKr9qpcqW6qpS1TnXPtttdz0upjl93hpsFsW7aXD3n3vc+TQ9Sdemkh2FXL9uFDzLoHq6RSnbg9Msy6kGaVc0fJ2BDVrA+v11hMmt81jwx5xEXDlGd619G7jqbVlpXd9sUDpJwXo8Zspiy6NIrumYhyvayBNiG3oz523ZCuBpxxDO+/oHtx0KDM5Xpu9VobAukwMMVRQYNssd0K6x1m1WG9wUXBrtUSn/2ki9x+RLqNBh0OM1OYSNNMiBP7uCdJVjM+Y9WPB+V0WRTZMaIy7FxaGUaUEGyMoTGeQCpFjSeRmPOMLbwwV75iKGZ6siBhYNS3pZq5VcVQiR6wOIj2tFhXqXP1PRFRxE9EkbWYMY0godEWVFtymWqRaWFBZgRq2OWpEC1/R5ljzD3U2qLISSOQ7cmh3JZfVl4QiriKs9yPXRApLVVf5qkaX6AM6iLfL3NWFp1rYkGkmvJcaCEvKcNVUTKi89byfmrxEqXkqdXU7Vza4Wa5308y61J0LSh0QXIo56JWa/W+z6oSO4HR8qEozeFm/HU/+1Yc92u3/9XHf6eOb2pB85M/+ZP80A/9EB//+Me5u7vjH//jf8y/+Tf/hp//+Z8H4B/+w3/Ib/ttv43Hjx/z7//9v+fP/tk/y4//+I/zmc98ZnmO3/f7fh8/8iM/wp/+038agD/35/4cP/zDP8wnPvEJ3n33Xf7KX/krOOf40R/90d+UY3rw0fNl0qL1LDkiZSf/Af8Dofg1+A+y8I+1jy+YqUx2vS8Bk+hNes8vZHm+Rj0oNCtKIILpvMqjb4cP+kxUN9BiULbcJY1R1UAJCzQlJNKU1xARbUWkslXyBrvp9OfWKgfiqItYfjlgb0bkbkU6j8ti4TpP2nUaNOlLoN+YwMdizGX0665FbmdkH5C378jrRiXwpS2yzF+VbFgTzTtfHHR1sjZJMLuO/rUtKWWcgPGGaU4475C3NtgnF8Rf+hLj1TXNZoONCftgi/VGCxnbLijQCX0xSgQtpw4B+3CtCilnYNPCMaib7rrVoMLzc9ZuRZBIc5yQ3UrXplVD++YDfa4x6MG1aBEKel6TYJ1lzBN9MjRzXArTqnRKkolhZsyRSSZMgov1A1h7OmkwZytFAKd7bREoXA50Iel9IYWLLhZz1M6C04wfGwV/XBOPA+NxjzsONG2nBdF+VIQkZUIYmeJUigqLCZY+9lgRbNfCusQAWMgFeczHUU0ey6Kfc2IKI4d0YMwDIobGejyOvLSYDK60Q62xSvwtMm1T0patWHrbIXkiSNAEeeOLj1DS79HHA4UDowtikoTLTgmzte1a0Rnn1LbAaeSBlMiRBdE0uYAoZVGtBU5M+rOQyCFiZ6vXtbEn0mqVkUHhy7Bwd5aiSuBe7/j0rTPa1/Gc3Iet1feDXVo/y9+mitp9lUmtqrVqEnjvtaCRguQIJ3WSpTLZld8mqM+UCPJkj8Hec3gubzaJop++3sj32nqunJeq8qr3ey3alv4k977eG1m01qvza8hLZMIyCu9suPs2KWheybY/dHxTC5qnT5/yx//4H+e9997j/Pyc7/u+7+Pnf/7n+d//9/8dgM997nP85E/+JC9fvuSTn/wkf+kv/SV+/Md//APPUVtSdbz99tv86I/+KC9evODx48f83t/7e/nFX/xFHj9+/JtyTG0tTuakmTcG6MpuZpFfsBQgrHxJki0375y06LAG5lIk7Br1mxGFf82ymJcF5x5pV4mFWcnBrvB2/FqjEA7jvUnhNJkIaPAeuvMRX3aDISNBe//KNVQoV+ao3JdOHUmNM0jf6BzsDb5IoOUwkV8OmEdr4nHWRcsYXONIq6JAijopypwwU91FFph93WjxNEZkiJiXw1KonBaGrDtMk0oullFOUiVMep3U129uadeeYT+pO7CAHANyO2nB8vFz3Jd3XH/+GeuY6AsvR3YrRUcKAmOqP0fWglGLwYwZM+INZttrCxEwvdPC7+EKHJhtQ7NbsXUbYo6k2yN23WGc1yDPklaNMYhPmIMgKcDKnsL7hsA+7bWdNHtti1lLzpkYZ/V0wfEivmTlenq/QtYt1hi63Rnu4UZl6KEUtVOEtS3BgGUNbawW0c4WEqvDrpT/JftZ/Y/OV7SHLaSEhEScJmzyyu2ylhwCUyxp1jlrHESI+GOLnVeQWyXOV+XOfb5KKMFGxbsk5JljGsgkGtMQSxJ9Y5oSBSEIpQWRS1EiJw+dxnis1agDoiGnU9zBjBY7YrVF560nx4R1CkhIXfjrbj/lgpTYU2GD0/bMvb+tOU2StfBfhAB1za5/GhMm+aWFaO4XK015TP2+cmYqqV/qZGJOyMN99KGSa6WohpB7yI0owbZIrqUkWy/8nDrqXOOsTjzWwFqJ5VJqvsWErwaIWpYWtxwD+elekd9D1I1Y5c2g79lkwZ73p1iLWphU24AisxaDBqrWgs+bD77Z+8RoTl8FTjy6VE6+vXeuSkE2D69aTt/u45ta0PyDf/APfsPf/+zP/iw/+7M/+xv+zRe/+MUP/Puf/JN/8rW+ra95eBHimJS70emudukpO6M3pYjucjrNdzKN02DDkHRSaJ3ucLZFqXMMOtklQXrtqRMTQtZ2S1VKGFMmlYKqtA5CkReLnCbDAvdi1OI/32mbT/qiynEfnEy01w21D65OtUVVZbQQMqtWJ+6tqlY4glwN+t9rGw2c7Dyuc8qj6AdFgObiqhoE3Mn3wjijyiwp/Ip94XQ0Vs9b5d6ATrZBESNapy2xsoOzm4bV+YoQIo21RITp5YA8O5JvRnW1vejwH72k//Kaw7inGXpM65FWfXpMqwt+zdMRUAfo0qIBThL4vti/t05l25c9sg8qNT9EOtsz5oF+P+IG5cZYr7tksUY5K04XdLPR1pkMM2bXk96/YR+PdKajiQ1uckjrmKaBmAOtbXHGsnI9l+0Fbb/Gek+/2uI++kCPdYikviIwGZpi+hYytiuLuLNaqNXQU9vq530MRbnlsZdrmikQwp45B3zI2KxBpDEFEsrrOWSNtmhMQz91+Lu1+vcAplGjucVxNhd002ux4/EkMnOe6WyDt16Ln1KZZ5T3JIheixha0yjyUtbsznS0ViM8jNjl+RYPGaOPtWQaadStudYH9+5ryaItTGqhIPek5srXUF4I6iFTSNsGPSappnILoFBQnOLSuxRB/3/2/jzo2i2t68M/11r3tPd+pnc4YzfQzdSh8wOSNCW/zkCpTRisQguscggVCVBQFUOK2FGQUBopiSGJopIytlUJhKS0khLUv4zGUlHIryVAIGhFWvrQTQ9neOdn2Hvfwxp+f1zXuu/9vH0Odp8+Yr+ds6rec55hP3vf+973vda1vtd3IC8yb2Ax0JOFC1MKmsPFuxRNwsHfgrL9TYpd2ku1u34ctT1hIWXPqqK0zBli80njZ8UVOUOf9H1Y0Z+9zMah6dcvFI25vzcUMc7TDzkzh0p2ldknyHJMpU1m71ndmzUWQQHhg3P5+CjXUnku7FhLdMYhSmFI9fCEqJzeJAW/9ng1gPHN8WmOdS3k3ag3eafuvIzxAE2VeWIQBzQV3mziddIwR+FNA0etwqbYLkoOJjRn6qmi8Cm+F2Xia8wG3VAet26VP1E5LU5E5nZPOu/JD/dKkL2aSBeDTuplx5VRJGVQkzVMyZL7UYsNk0lKW+FOtBiQVaOeJA97OO+ZrkbiEHCVxxUvGW8TT2lhOTkoUhTpEadFVdoHZDvpLh6uE1sLMdC7ZVG05+hurkAycdDJdLy7I7zwkPTKlnx/T7qv/3e31mze8jSNb7naX5jBXjW3sKR8ljYB5u2gUQljVtVGU2txV9ClxiM3WvBevXZOWuJLD5VekEbGYU86313jLyC6oZao0lQ5NmLzUQtTZLu7IBLZxT1j0gk4DhPn+0eQM0ECre84qo5YNxvazRGd76iONMaiLMbSKKJGrZygPJjPS0wwJNgHRbCuRm11VDKjeaC5Xq5Va/tIIuTAkCbGMNCHPUPUQMjCXshkxjyynbaMu+2CFlqmUtnVY+GNylGq8FVNyU1qXEtNTS0VK99pO8lGJNKngUymchXe+fl2a31LW7XUVcOqXnHijmmk4TCTacylwAmMcTQ/Gt04iB2/IjSZ2ZDusN2RVYWWsprx5TGQo5lnFnXR4wZ19nfa9mUmyM6UGCn3sV/a0QeWCxwWPTPacIDOFBO5OVD2oOCpnBYxZZ5orVAxVebM3Skn8cCUTvOo5KAIteujNTM9IFeOdGdLeuUSAsS7V0vb6iDcNRtZX0xdpYWULATlzMIdsmMvSry5sLz2vmT5XEqxWX5XJPGHn0VGC66UCcOTgdCUj/nT+fepjH/4D/8h3/AN38Dzzz+PiPA3/sbfuPb7/+A/+A94PG7o677u66495sGDB3zzN38zJycnnJ2d8e3f/u1cXV1de8wv//Iv8+/8O/8OXdfxOZ/zOfzX//V//Smfm884UvBnw2i9kO5c4Z/ZGMKR1fTMuaWd1Po5eddVXtswZWfceth75NiTHYYI5IVkZ7bhys/RNGvdtTLzVFQV4U2tAJIcudFWSNmsAArUDIFstvQuZqRV6bisVZJMWyExkPqgrz9GVSAMkRwdMkXyqlHjuqbShXOM5E1DPt+r0+z9PeG0QypHtarwjSedtrqQXk1a8B0pz4TBcoPGtCBFMUOvJGE5aReJ6EqJq7PatuTSNPo1rQZbTlPCx8QwRMI/vUf60CN7jQD395oztamp3nab9eWeq7t3yTnTX17SNQ453ugC11Y6id43B+FzlSzLcbu0uARbSHTnmS8HLRpe2ZEe7mhcxzZv2Ycd6+1GWxv7aSFfTtq+kONudnnNTgivnDPEgUZqdnHP2q+IMbKbtgxxYCUdCeH4xg3crqZqW40W6Dr8Ubdk52RTZ7UahooTTe+uTImzMUJmUL5BurPDeSHvg14roNdeTKR+pJcRhzClkYEMklXZAyAyo0ZXccuYR/ZjT7sfFZnr1J1Z2gaGC3WurtVgUhqPb1oaaVi5jtY1swTbO8+UJkKORCKBiEPo6o6q7sBUXuRM5WrEeTVmFCVqBwK7tNeWmi2IMSfGpMiSILS+NWDCirKsCI26CZcbSKwgzaSobSyf9ZrNU1yQixiVEH9tFDTioC1SkNyySNdeFUXI9cICDGU4wJCuLVQHz1GBKp7C9ef29ry2KVC3XyuuyuaqICTlb7oaVwk5C3hDRb3ARu0jch9g5cj39sR/dk9bdEPQua5AXiWnqaR3i5B2lnJtr5WzZphpG1TmTYTeI4YilfNRjnOWsS8o7xyDUTZKmaXQKacuAwmm8YBX9OaYx3a75cu//Mv5tm/7Nr7pm77pVR/zdV/3dfzYj/3Y/P3jquFv/uZv5qWXXuLv/J2/wzRNfOu3fivf+Z3fyV/5K38FUKuUr/mar+Grv/qred/73sc//sf/mG/7tm/j7OyM7/zO7/ykj/XNguYNHnGKvPz/vEJ0juoLburNh4XNeawYkUWNVLl5ossxqwGWud4CyF7lnxnRhb7soo0/SMaKnDx7Y2S/SLnzwc1cUqShzC2ag5OnqNJuL8TLQU3x3MraYYq65F45Ktl2M3ln5m5RFlTIuZkvJJWGFWZTNaT7e1jXhE2Nqxx118ANGEOC7aRKCDHEqfVqC7+fNLXXdqm5j+TdqBbqY5il8LmrYNrpwhGSJQdrwcWmIQ6q2vJAf39H+sgF6aLX4yOTH/baMjtqcCctzdufpu17GAP7F+/hklA7wb/thm4ez3tC36uVzn4ieadOyGvbbXvzG0IgZNLFgFvXhF9+CZyw6tZcjZfs4o4bJehziMYZME6DA9dW6gq8qgwN05ZSLTV97hnSyH7cMqSBTbXhUTznRrxBdeuE1WlHniIuootJ1g9dGq9cnxDhpFVEaK+IW9qNSMz4Ws0cqUR9kkIiDZF42auNQMzkPhAeXNH3W3UATqPFC9QkMiEHvDgSmY1fk3KilhEQttMlZ/GWXku9cmZERFPnT9eW4+PItcfVFRu/Mg6KUIln7VZUrmLME4HAEEZy2nPcnbA5OsN1DYyJtB9wAc3NSrpAUgtNblmlFWOaGFHiqhNHyIGYA148JL03WtfMBU/hxhBUYi3uAA2MSWXfKZEl41OGSbOdJGoESY5pkX3b8xVUUvm/siC4mTmZei7qD6XZ5KXtdDhKS4zlf4gDFxe1UEoLF4esxUBpQaXyWnY/+2XOoKnwm1qNLY2nlwuSbP46ZPWtSv/0rm4+ak+63OHPNkvLSvT5BbMDMBNHKmXPyHGBeSzTymEFdNQ4mVLIJJZj84ZQVaJ9xvhYQSOifjuwIDOPnbxYCqzP9PGb3HL6+q//+mv+bq822rZ9zbihf/pP/yl/62/9LX7u536Or/iKrwDgv/1v/1t+x+/4HfzpP/2nef755/nLf/kvM44jP/qjP0rTNPyr/+q/yi/90i/xwz/8w28WNP8yx6+9/yOEMZK2W93Zfu60QKz7ae4XK5kwq+28g2QLccZ2I4UwW4qf3aSLjOTFYrz0sK0PX8LviAnx1QwtS+HAmNfNTCp2wmyrnjPpYkRiJK8bLQyCciikVldYAKag99MUFzmq04nIVR5JFSVDRpyoS3LIcD6Q6is47QiNp9k0iGtJMRH2QeXZZeLq1HtHVtW80AuevAuqeBoiUmIJ2go56chcqAncEPGFl2Ak6+HBjrqrmcjkFy/J+6BeL1ejGZplNYMja4r3rTWbL3gL8aVHrOuO/Yt38FU9Ezu3549IMXK0OdNFGUW5GKMGax7smvPlqJP8xy/JD/fqMzNF1vWaB+MDpmmkmey99BPUdku26i5NTIpA7QbGOCDAxq0Z3UifNEF7XR1ROU+SzNpbcnp9pF4uD3ZLllXnVcWWKzhVhCVfjsqHSgm2QY0GHciJpprTeiRnUh9ILz4iriuqoxX50Z7d/Qfs4l6N5QCHKomGNCAIIQecWHwCmSO/YcgjtfUlZiURdg2XLCojuYtTDtKq3VC7FVOc8NHRVprGXUlHIOLHgdN0QvfUDeS4U8+Xq5HcthbzkNRcsiz2tadjzZAGpqCRHbpx1/aTz9FQk4wXRy31/B60PWSFzEEoYg4aUikokhMk4kKmFkHMJmEOoZwLDbG2rlvQvXKfeXTxt0DZ+fGliMkFmXhscTpsv8yXYV6ev3hL5QMp9+wcjFbSIooKlSK4EnJT4TqPX1UaROocuQYSpGg5SpO1jT5ywfQrr+BuH+v727QLClT7A4REFYh5isYd89pOvr1eUsZjUv+l2cbAuF9l7itKr/IermVbGVJd0KZ/zjr+aZQIv6njjXIKfjzi59PxY/upn/opnn76aW7cuMFv/+2/nR/8wR/k1q1bALz//e/n7OxsLmYAvvqrvxrnHD/7sz/LN37jN/L+97+fr/qqr6JpmvkxX/u1X8t/9V/9Vzx8+JAbN258UsfxZkHzBo/t/Z3a5d89Z/rwfdrPPSE/f6yLynZalEjY/eh1p5FCnnc4wGL93Tg1dWsrZflP2npiSssEV/rnY1Jp77oi1xYFUAs5OpVBZ1O3lMa4F90ZgU4Q/aAvH62YmdOMWQiJpvRgiqQQSFG9USREYlYFkzojl52Y0xygKZDvZ9zHLghHDfn2hqqraM86XSz3wQjA6G7RCjqZkhZiTn1ACEnJwesaaYIWO2b+lc53yIm2saTER1wOTPsJubEmhUi+GGBTwQ6kSotRYLTnXje44xZ6ba+4nJG6Yv+hF1kPT5P6ke3uPtXRikcPLjmpTzVc06kcfUYwDPLOlyPihPCBe/oe1i3p4Tnd0QnVgwvGNLJKCe9Fd9KDQu/inBaNDkUbrgb6oLJSZ6Tfq7Bj7TvqpiGFxIk/wjdq6ic3O2Q34Sy6gePG5NjOClqnPJlyrGMgbQctKGLS/CjX6bk1/588JfpX7tNeHRMutzzc38fhSDgSkY3fUEvNxKTojHnBBCIVnsrXTDFw1BzpNTVMakTphfxor+7FhajsdMESJ1SrjkoEF0fqIrXuGvUZCpF61+BvbPDPHmvbQ0BuHiEiipic74kvXcwxHVI5KqlZTSv2YT/HIqjcOxMRoovkBI00sz/NIVKj/8tz3ZCLNBpmM79kJnZ6t+XFYqHcS2UJNbfoEoOgieb18j2wZChxnYtTjunxMfNr8nUCLCwIhZOZGzUjGo0slg7mB5O9WPtP78ncBzWELKrMR70WVn0gdxX5/7mjfL2kj3F1NW/MQOc5cQd9bwvpLccpdq3NSMRha8iLhcraDw43Z2UeIy7nx5kNRfncZqn7qwwjds+KtM/y8bgb/n/+n//n/Ik/8Sc+5ef5uq/7Or7pm76Jt7/97bzwwgv8Z//Zf8bXf/3X8/73vx/vPS+//DJPP/30tb+pqoqbN2/y8ssvA/Dyyy/z9re//dpjnnnmmfl3bxY0/5JGd6o7RGlq9h+9g3/hlOqsVWM9mHvgAmSDn3NKOrFnln5v2cVUXpU/6xrZ1OTtCGOtwYw52w5O5mBCYtSJMEOZCaS4Fvfmylt2d4e7Je9mSLwomAgKI+diXFUQlN1I6pfdbVWMsiaVcruSV1Xej/F+8uVEeukK9+wR0+WAu7GiXTfkZzcMIREH27E7gdZBby2Yxjw+NjVcjOSrATmqlRO0klmVES92uPMV+aSFM83MKTkw4xBgHzXSofbgowZgjom0H/U5tg3uuEbWHjlukYd7iJnaO/zbniNf9MRtT91Hzh9+nJQS65se5z0pmJPvqiavwqw6y5MulHk/KeoyjPRVohuhlcbaFBGP7l5z4Qpk5WmkDFzsdWF3FUPsccYjOamPWFcbRByrrsNnh2yUKyO1R2542LR6nRQSunF7JEPeBjASapwS+UpJtaDXhvMOkhGdEeS4xT14yIPdx0mjSqlbaYiiyIxDIwUQwRmPJJofTOcaxDluuBusmrUauk1Bi92uIe96ff9jUKJysHukFC9Al8ziAJB1Y620rMXLqWaHYeaA4gROWlzlSC9ewJS0pdAr90m8Y9WuWRmBeUgjYthazpkpZhye6OKc+VRGiSkopm1FoeTFz0WMFkB2rsuGo/A9ihIx631HLVo41l6NNCuvasOmOkBgRL8+2I/MC/MhL2a+T0vxZa93TdWDFUd58X6Z4iLNnsJS8PgEXgnkeUrE7QB9wDWaFZZe3mph3HmN0cgw/eodqrfeooTxLmgwC0eozHePq40sKqScXw67QOU9uyVtGzP+NNnT8p7LSSpF2phmgG7+PA6HbQ6nKX7mJ24nFj+z1/v3wEc/+lFOTk7mH79edOb3/b7fN3/9pV/6pXzZl30ZX/AFX8BP/dRP8Z73vOfTONBPfXyGf3JP3nj2HU8hIvjjFfHuPaZfvYN/5hh5+9kS6Cbae/a10/A/W8AOd3nzzqS0qFLSCa5y6uJq7Q0anbxzqpGLcVEqlBvWK8QuoMqkWtQ/xRRSOdjzXw2Ll0RBKwoaE7MWOKaWyP3EtO8ZsxqzxTiSc2bVbJCrAakrkjng5v2kfyvojvxuQu5uGY8bfFfhj1pWRy3xqUi8u9Mdn0BJDVaukPnvNJBiJu8DnPeGHihZlUqIKeBeOVeV1VNrJdOWCW83aRFoO79cOcCRH/VM9y6Q445m3cBJByeNJiTXnhSDcge8J9QjA4oqrOgYmRTdkEx/7yGurnC1pp+7MZL9WsM5P/yIdKXy8P3uCrqKRxf3iSTND+oHqrhGjmpkEP1MgvGkhkBuK+TmhjYH8mVSQnC91iiBqkLEUdWqYJLbR4r09QFur/BrQ3oaP3ObaM2kUVgQgHGa1R65n7TQ2B2ousi4kxWVr+mvVKZNhj71NL4BWo0lMJJtUTglErHEC2ShW63N9darWq7y5Iu98nRsYXYIOYe5AJCumc0gxbvFeNGOzW2aOfKC2uwDzlpTmCnaJ5MZ9b30kDSMqtCqK07qYzXtywPZZvq8VApEtKBBz67dk+56m6MgC05jGKrs1OCvctpCNHWS2P2j/j5AiKoYaus56FEaTZOf24Six3HN3j/n68VMWcDLgm8+PNd4IomleHByvZAo9/wYlEMT8qI46zykafnzqwHGxJT2uF0g39spcfyVCTY16aMXuNO1IWGWMl6IxzFTwihzSgtnyMv8Pt2m0XsWFG02Gbye4HLcWY/RrAXmxGxk9ojS4sV4U5VX5R4ctPweQ2HsMPfb8TO+oHmjWk4nJyfXCpo3anz+538+t2/f5oMf/CDvec97ePbZZ7lz5861x4QQePDgwcy7efbZZ3nllVeuPaZ8/1rcnFcbn9mf3BM4zt5yopPwqqFdH3H54svUv3aGPLVWQpt3KuVsGpx3xEkX3SILneHg8q+YY1mKtHjrMQZL5Y5JCX9iPjHz7qxMFm6Bnz0zAjP37Y30e5jUfM3fxSDmgtYQIvQjQxgIKeAQBgIezypGVUs1Htd4QLSNUVvbQoTUD7iXLgle2G1qfO2puoq6rRmLEV2RuTrRBSFG3b2vKtzKkz5+peqitcZJ5KsRnGOQSLr7iOpzb2lbqrJzYKqhbDEFeYqKPCchbwf63RXSb/FNjTtuFSUIWQtBK8jiZU9/ccHFcM6mXZOmnqNqgzvqzB3Wcf6Rj3PcT9TjCXm7wncWKPpo4OLeHdpwTC8j9b3IveEeR+5IE6DHSUmrRoAWKUhN1AX85hpnXnMpJ+pdTbteg/ekFHFZP0e3WeHP1qR+0o9+3ZDRVGcpfAzz6SnZVtJW+q+pdQEOauyYdxOs2/l6yElVR/XTZ7S7e0w5UOEZskqVxzwxxQlnqqaSiuQQQlYV0kpWeO9Vxm7Xew6RdL7THf8wkWy37WqVvbuu1rgBr6Gj1LrYqzMveuyVI/UBssedtogHOW5wN1a4yhG8I4UbVFMiXPWEYSKPmipfNQ0n8UTdg/NEzCrkdmhmlxZlS8GyhDVmvdksl6moxVyIOOe0fVY78F5vv6bS2IzKzyqd7BQ9LcUztVe7hsabaZwtWoU7l7O9nr3+XODYfZ+FOffo8DHCvNDr8x38K9872+j0qmKktMiKA3DOSsq/HPRnfSDe3Wsbu3Kkyx4ZI/HXH1K95Yy5iJkJyqLXVlmITbk3q5+8zlXSmSdSuT5SMmPP5WfUzpSWqPGxZCUCl7Zc4faVYrBwarK1CQtS9iqj3w6c3lz/xpP8v+Txm8wJ/pTHxz72Me7fv89zzz0HwLvf/W4ePXrEL/zCL/Cud70L0BijlBJf+ZVfOT/m+7//+5mmibrWbsbf+Tt/h3e84x2fdLsJ3ixo/oWMatMwpUx11NEOPeOvvoL/otvIW4+1tUNWromwJPRma5AfXm1lTiteM6W4wb72AtuRYjpFkR2We3mWY9qes5ileVn8GhqHTH4OqcspLRCuF/IQtaDJuivKJt3OoqZkQw5kEhu/IXqU5zJE8nYk7ZVw6o9Xujgfr5CuIt3f42pPXtVcAeunjjQZuqtVOrk3tKCoLwR1s20r8I1GQ9zdauBdQg0IRU3orl68y+rRHndzpY6mBYEQtEiLZYeISpCTEkH73Q4+mlk7cKsat+kgWxE3RsKDS/r9FSGNPNjtyClwtrllCrWaZmrZ7s+5unOXU3FqINZUuOfXpDvn3B8fcnRnjztd88ruFY0vcC0hVUzDwMrC+cSZZ40XVUsdawuFKeOd0MUE3YRbNaQYFQkyToLc2pBzIux6ai/Eu5fQRzVVFMHVTuM4auVlsapgO+lxHnfqKbQfZvh9JqlGWyCd4E9WnG1ukq8y+9TTuJaItigmQ6yitWhqKoLZY49xVLPAoAZzlJZBPy2chZg0d8kQQuc7vZYrD2hml3SNHX+auSi5D+TtANIpYbzV8NP25lq5K5WaKcp2Ij3a46/2xN2ADA7XVKzDhpAD59MFkgPiKjwVTjPsl9uxyILLrZnTXPhLbWhEZYWJ+T0JxstoKyty/CxDlrZW24HWLS69JSNszmaySaBIust8kRTNulbUeHv8nNVkfztHm7CgE2XjU1pOJfrA/HDmttR0wEfZjtryHaKieJcDctqR7l4qmvmxR3qtmW3D3HYuh2Kf8TxMwVTSyGmsXWjFiuY+PVacHc6Ndujze4YZWSaVOZCD9ttvsJJbG2p7Mbz2Y/5fOq6urq6FO3/oQx/il37pl7h58yY3b97kB37gB/jdv/t38+yzz/LCCy/wPd/zPXzhF34hX/u1XwvAl3zJl/B1X/d1fMd3fAfve9/7mKaJ7/qu7+L3/b7fx/PPPw/Av/fv/Xv8wA/8AN/+7d/O937v9/JP/sk/4c//+T/Pn/2zf/ZTOtY3C5p/AaM9XRH6gKwamvWai4f3aD56jjy9QY6rGeZPQXHknLP1ig9hY67tXK6x+FfWcy8yQzfpDd14M7kz2Dwk3ZlbyJtMSScO5xfSce2RaEnCdT2bgslTlq2ynXRxtl0ZKUNX04SGMfeqCsFRSaX5UdYfz/uR8dEFla9JtccVx12BdDGS7/dkf0lcVey90Jx0ZqAlelwFoamcJXEbLF953PNHpMtBFUSVU0LxENmsj/nYcJ/Ni3dZHzVUt9fkTaOntA9mEmd9933Q3n+IVL5hjI8YtvcYPzyx6o5YPf+USpynRL7qGfd7Ugg0yXNnfMDTq6e0UDPfC9+1yLkjp8R0tacWR7xzgRw3DHce4kV4ZX+XW+mMbd6aEd1AV3WMw14/x9qR9ybjrp0yOorvjU84auTZM20HZXDDRGoC0gfcqkHWDeP9R0yScEMiX/T4o5UiHJXFGdQeOuaCRUnMmkieVw3RyKBSHSA6ZXcsml/UnBxzMkyEMWhQM46V67iKapTVp55OOmpXM6VAIw1TDtpgSwmGrJ5FtnBKVc0oQRonBgJtFr1eY0KytVvNoZiUSSJarI6ReLmHPiDHrbYfnz3CHbdUXUVVObJXhUzsI/5hT7xzSexHJbQnR1O3HMUjUkrsZGfhl54KDcHU9b8UxtbWcDL7z1D7GY2Q2i/8HhuuVp5bcY4GI7V25tlk0ug58LTIqcs9gN0PMR4UNDZfHKIwwGz6N//MNkrxUESAXreVzGGk+vzOfKtkeW6LRyj3TB7NcPF80HtvCKSrAX/riHTeU73lxmLsmcvGqZwIuc6bOSiuxFkOHVxHkxIsGXh6nNLIEtVwOGceFmJkE3I9tklMzOZ/18asinKv8svPsPGbDNH8/M//PL/tt/22+fv3vve9AHzLt3wLf/Ev/kV++Zd/mR//8R/n0aNHPP/883zN13wNf/JP/slrnJy//Jf/Mt/1Xd/Fe97zHpxz/O7f/bv5kR/5kfn3p6en/O//+//Of/Qf/Ue8613v4vbt2/zxP/7HPyXJNrxZ0PwLGWdvPVG1U1PhNh35UWb3wkscv/0GctLi1o3KPKOB2YcX6KFyyXaXc2ZJ8Zap1GcmB5nVIEy2M9kqokAfkY2zHaMRLFsHzs9xBTkkRBwpZqRrNPF6CioVPmrVyn0qPiRmftdWeLemSYk67Ekp00jx6lh4Ank3cLW/5LQ5IT68wr/9GeS4UXg+aHGU7u9wlxvibiI0HlcroTgJOvEX7k0pdCJQo+TUt56qOV5RXO1HXBaeam7z8O6L+FUL7mkVk1QV6WFP3g24k5VC2N7NkL+/9Kz9io8PLxK3iTwF6rutSpeHyOWDe+zDFWu3IqRA7WtOTm8jm1YNC2vBTVERlxxI40gaG+QC8tXAVdhSJY8T4c50f75OhjiSfSIMg6JPGY2zmFTFlluv58qyZ6StkCykzmuYp6AIUV3pYn6+pz+/oDpa8+jey2yGCrduFRXZB/LFoIXBOi0JxZWbUUDpGjWOC1kN7qwVkstiOEZ1bl03VE3DJqwZ0qI8qqVispylfdxrAjZCljgXBCFO6v6bUBVeUym6Ums7RgZhm3Z4cfjQkEclx6qHjMYqaORGJvdZUaWrYT5OGc1fZ0rEMeJrx+Z0Rd017J2QH/X4j58Qz7ek/WDWBJ6mbtkkJStXuZrbFA5L8racIinIANh7U4Ix3pGdtkykq5ccLDFejBUQ6tekfKY5KqM6cAKuluJo5ofEg/v7kFPy+MJ2uBEoRUmWT1Q5wcytK95Vmu9kXJOC2mQWRVa5JocIQyIPE+7smPjyBdJUhI88wN3YaGxKKZisvZOvbdLs9a1Qy2ZLMAsOyjgofPIBsjr/bUEPC9m6FICe5dhn/tABupPg0Ezx2hB4+q1vPKfkjR5vFIfmkx2/9bf+1t/wb0qY9G80bt68OZvovdb4si/7Mn76p3/6Uzq2x8cTUI4+eePsLafzZM2qpt0csX/5PvGD93VRqEQlxFNc2iCHN10xqSsSb3G2i5GlB2zyU1ZeSb0nLZy2+nWt/iH6O7/4tWxqZNWogsgrKVisTy4G+YoXpLLwuUFlvWkMaqSXM27TIicr/NmGo7PbHHUndL7DOU+VzUfEO1KvjqvbvFf101mHM0KkO2kVXl7XqjoKmTQkcsj6mE2jv6vsfYBN6ua86gX37BHuLUdzAZinRLp/xXF9zBQmHn7kI8T7FxpvcDUS722Jlz3patTd8mmLv73G3dxQn26opKKRhjGNxBTZXT4ibwcuHt7jwfYe0UFwmcpXfMHNL2R16wauaXSxNbShTJLD2JN3PSlnHn3kY+zpCSmw8ityTtbOUMLsNu1p0QVvRteSLtRpO5C3oxnfpXkiF6feINJUSO3xtzbIpmF6cInPjv2HXmL74L4RTLUIKBKPnLK2BC1pO1uwoFS6GLtWnWClM34SLOqbsltGcKuWxrUE0UJuSoGVW6lTLp5EZogDrTTkDCvfUVHNLZnYD4ZW2K5d9LprGi0Kd3FPHCcYJ21vWJRFGtPsm5O3vSJ1Q1A0aQrIaYu0FfHBjuHuFXHS3kPVeLpba9zzx7jnjnE3NnpdJfWGEa/+Niu3Yl2v6aoVtVdH4tYpWjnzzmDhpc3FiBpkSlsvSITYhsK7BYHx5R5zeo6N+DubXpbW8mGLKSQt7ouB5mHvpXybrv94+d1jPyzHXYoef/C6ZeNQiovC5xG9/7Iwk8a1AHWkba+8vDHgNu3BHGb/L4TfosQqRUgpSIyfxcG1P/9d+Xp+3/Y8VUlpF/PmMoPQEJe3W3h45W8OT0P6xIIg58wXf/lzbE463hxP7njdCM1P//RP85f+0l/ihRde4Cd+4id4y1vewv/8P//PvP3tb+ff/rf/7TfyGJ+4cfaccmUEhdNXN86IL73M+S+/wK133CadGhRXJqfZppsFYvZyvf98sHspaihX6S6QTkMupXazlFRqD0e1QsrOqZtnPyEuKLIz2ATSR3K0pG3vyJUuOnkIqlDKSVGbKULXKErgwHmP33S485b44IocLQelkJCBOjq26ZKT555CNopKFbKeKy2kKc67NFc7XCP4uiIMgZiSnpOtoUNFveMFublC0im8fAUPtno6H1wa2FBzOV3QfeCjnHzOc4AQzq+U3NlH3OffRk4bCDW+U6OwNk48dS+znS5JDlJKuDEy9nuOqiNy5XkwPuLZ9bM0z9yEdWOS0TRLURvfMKSBGCP1OJDuj9zv7+HaWm36CdSuxuFopSVJYoiaaZT6EW+J1mT0fKdMZoRY6UUQFFnJYyRPQUmqRjZNlz3TNCh6kTI36xv4o5UiP5a5JLY45f00L4KyD7pQNdoqyUFde6WzqcG4VLrTLjvehOsanBPa3ELl8MFBrmhdixePz55GGhTHMFm3c/iuI+VorRyVboO2HLLLuLah6iv2sWc9jvi6gjEoj8uP87WSg6lyCorXenLlcc8c6fvbjoTLgavKkZ/a2PEL1a018dkj/Ec3jC/ehxQRQ8+kamgz+LYmOyEOXo+1ruacrrndVFpMBwiiOFP2GZlVBQACLikqAwtPxmu8hBTH3hlpYGm5ZPv/ZIjaIcoxt5gOkJRybOX3VijObZlSWJTCBft9uWeHaIUGi7tuQWvgWgvY3Vqpwd5RR7x7iTtqFSXLFhJ6iICUpG9Km8iclo0zOIsiohGAD+fBEo5bCqKEenNNyymYEe0pIbUhEMJsRyOmdBQvakERFMnJ3vg7dp7f+ZXXfVk+Y8cbJNv+bByvq6D5yZ/8Sf79f//f55u/+Zv5xV/8RYZBiVTn5+f8qT/1p/ibf/NvvqEH+aSNf/YzH9YbxaTRctSyPrvB9v59hv/7JdpNgzyzAaw9VC6wOQfIL6oFAEquiU1eURf6FBS1odMiI4lB2pWf+/VZ0OKoqeZJT59VTEbJ7AqcTXUidUW+6LX9kbKSdNH2DJW1PjbtzKdxIqSHO938lR1s5eik5SJc4p4+1t1pyAt8Lcy7NbkYkKc2dMctKSV1Ws4Zd9YxXQwLXyFk/X+rbTN3c0XaT3BrTf7o+ezWWosn5cS9/i5H946QdcvU95pFJVuq505xTsgbDdmrv/AW/ulj6hdWdK/c56q/xIlHVi1n6TZxGhnzxFvOPpd2c6SGbpUn14oMyW7UxbJucJNjn/fkUUmzDkfY9SRJluisfKOmqhmSyt2nHEj9iJvaufDIsZp3kjLp5yBdrW3Ky55UFFCmJBsfXhAkks+3xJzwomiZtkpEFWGtkb9L/s4YdSFYqxmgZHCh1UXAojeIKIwvdg2lrCjEGGjajiOvfJF4vuPh+JDOtYDQSovXhEWO/ZEeT0k/x6tR5H4kDdO8sKliqWJ11bENO/ZxTz00+Npry3MKhpIomiV2Lzi7Fv1xp+/xfCCd91o0pMxuF3CbmvqkxTUeeesx7ld0Jx5y1PyyyoFkqqrW4sU7nFOOzozCGS+toAQzklLuu/KvICqgEmRfIVIt6MghQmL3N0XeXFRMhfthLdVFumz/itV/2fQcetEctnXyY39XXvfwWMrjK7cQiw+fq1gfOHufjcfdWJFevFRyetXj1no+9TNRxHduNRV0UZbnmSuuyun7C2ku4qVylqptCHUJrjU5eq5EC8XycxRhzLugqijnyJKuH7+dHykhq2YmqDWfQO3Ylzypz/Dxm91yepLG6ypofvAHf5D3ve99/IE/8Af4X/6X/2X++b/1b/1b/OAP/uAbdnBP4jh/+ZL7H3pk5HuVmrqUkVsnNLs9D3/1w9w+aqn+v29FNrUWLf20TD4Z28EZImMbm7klXNpTCcjqUeIrDx7cpiZVpngqpmNOFMHBdnpFsiuYJ0TWXn22hOD9CE1FuuzJjXmEDEEN22qF3aX2hrhEReDLjjIkDRlEiZCVrziKa+Tmioy1ZIpyodXjyE7IO/V2adc1/W5CJFG1nuwdUx50Ugr23gPkXSA+2OFur+G4wT211t1l7XFRYBJa6TiP50ohuH9FIBJ2Wy6nHd2jZ5DhGLeuEVdrW6ataOJT0Ed8VVFLjWxamlVNuH9FPVa4utOJdwxka/dQ6Uco6wbGicpVSBQeTA/JwFl9TEqOioookZADrTRUXl/DmaNu6kcLiDS+RltrMVNWJCOQExJpOxCmCecd6WJPCCNDnshkhrgnkjg2zlV2gnOyJIUPKvEnCjImNXBrvfGpgGyBlY1beBtBP1+pHdk3StLdD7gbR3TrhjxFpiFxxg220xUiQuPM7j4mWtewjTtqGiWcN5VK4Xd7Yog0VautHzNW6+oVjLCPO9ZhjQs17MdZspubyvKulIQtK+Xw+Gc2Kud91JMfqStw3E1KRbm1IolQr2r8SUc67SyOIKp/EY0VXOoMvfjGZG33Vn5ZCCzKAFs4tYgXbXt5XaBzSiqBds5SzvUhYmhJUd8pMHtQzEwshUbhhRgCOD8JPFbM2D/zssGIzDNqUxCca+xhFsSp5DYdIjIlALcQhsVabo2HrlZ5tXGr3LpenMHniUqNJZdk66znQoTsnb5XI/YKqPJt0kIwN4oo5nKMBbUkL8VQKfjEHuRZDDwfl2UfkoVrBy6rkq6cFzuOq8s3FU5P+nhdBc0HPvABvuqrvuoTfn56esqjR48+3WN6osf+UPZXVBxmpNU9f5v+xZe4+ie/zsntDf4dt7Q9FMvOjwUSLpkkYJJZm70KDJ3s8VUmVxknDmkEckUyKDwbjO0qS6OuZLFWz0DWnX/2+n3ej8R+wB+vtE8u6C6+Vq+SnPW9yFGtO/5BW14udpAsLsGJuuP26sWxjmtTGhycpJx1Ee3jTHhMITHtA7EPpKDoQxyDokPFh0NEvx+jFkFdhesqclMpwrFuYYr4sSKFyJgmQphw2wQdTFPPVbgiXOzwu0l5R63a7UsGWdVUT58gLyedwDeNciOGQLrqzU01kQcHbUQqj2sqopFWperxdU2eMoHAsT8mGFricexSoJaarl6RrUW18h3ZO+I0Ue0nWDW6EzbeSiF8y0b5MPlCiayh70kPt+zjnomISManiiENVK4GMTPEEGeH4JzS7Jw8fyCbWpGcSf1qyuKt5zySx6TXgCXBu9qRTlZ42367dUO6HJF+wo2JK8m00tC0rS1rGe88wzTQxpYuVvO1tu+3uiCKo47edtAe17asdh27tKOPe+qpMcRDYzxkULPD2RCOhXibH+xJD/bq/hwy6c5WC4rOk1pPsHasbGqqpibsJ21F2lovolwXqSu9f7xVCw71CTo01St5U6UtV1cLN6T4rji3cPxL4VIUOvO6m5dFO2S918XpRqNEEhwiMTO/pBQ39rsZgTm41w4X9uUFl9/lsmPKS/spJa3SC9qU0fuvLP6tvWcyBGZ0Zj6iMl9VRTXFMrchi8KyXIddpYGz1jYCZgPCa8cqHLy2PafFM8xjSsobLHMGzB5akhVdYoxLCxAo9hDDEHgixme6Ec2/xPG6Cppnn32WD37wg7ztbW+79vOf+Zmf4fM///PfiON6YsfNzznVL2ZzJ50kHEKuOk5vPcXVK3eYfvbDuE0NzxxZ4VBY/DZx1ALymL5w3rLYhJO1sEmTkgy99+Tq4F42hEbEChxhITWW3vwctQC5nwg5UoWI815384UI3KntvIjoAtE6zXOJmjLt0lrVRikj+xG3aUlXPbWvle/R2HsRFBEpk9kY4bQj94HtvSuV6laeKY6kh716zpQbuLz1PiBDJN/fk260cDWS7TXpalbTMa/0dxBgO1yxqtdIzFzGKzrXEXMg7UZcSHBW6SLfo8aH6wqaGkm2U28c7uaGtB9Il3vkqNNcqm1vUmI3Iw5UjsZrgnXrWirnIWtC9C7t2aeep5rbOO9pXcuaDulqkkcn2yEoMdiIv67yutvswK1rLeL6gUTEDYkH0yP2qZ+Rnl3aEnOmpiGSqWKGqIt0Nug9Z7RAQj8H9fYRbYu4OF8b4oTsvXIaktn0WyvEtRU8tZl5Xs478nSEnO+oporGtzivbcHquCHvNSU8pMA0jVRAmgJTCogIMQT8OCGhQex6W+82XO6v2KU9q2mNE48zxGfegU96DeXtHnnmSJVzj/bEu5eK3ET0+toHVYXtA7EO+NYUVbXH9W65Lg8DD53g6pocwkExkRZEwBnJN+vGQVq7Frwj19ViqWCGeVixiOUiXSPLZpZFOWeVSstjQoGDGlS/l+uFzrym2xez90p5bL7+t+Wh5RgOc6ac/XKWh9sonJ9KfZYywDjhmtp4KIfHh+VEiW4ahiXDQCpvbWct/KR2y/U5JVzIsFHUTVEgFjSp9lb0HBxfTguZOiQk6fnNhy23Ml86O57D+dnacJePngyE5s165rXH6ypovuM7voPv/u7v5kd/9EcREV588UXe//7384f/8B/mj/2xP/ZGH+MTNeoC7RcEBfSmMem0O+rY9DeIr1wy/t8v0XzFW8kn6pUy2/6LWdUfkveA2QnzcHaLGXIkecFXatrlvVfb8PKoa5OVgDjyNFnOkAVQjhMpquQ2DiOubbQgOlrhNq26yJY05GKfH7QNQfSwylA79TPJCqMnp8Vcvppg1SpUb4qrWVnRm3Hf+cC4DbhGiK2HXSA/1DBGUp43W6wqpBadEO/tyCcN8SPnJJQM69cN3bO3WZ+/SHSB7XhF6zW8cUwjx7X6jSihVPk4uexCa49baQI4QI4JV9X4kxXpak0qSoxh0nO2H+ZCS5wqg+SyZ+031NKQspoD5pwZ8siR39A1K3Cii/5qhRx3+JiIQQu3oiChsZahiCq+Gk965ZI8TsRxIu8GYo5UVLYmZeX9AClHQgy0g37Gy2Jp57BM5LXMxRNeyIguPNYKFO80BLSK5B0WJZHUV6X2i/W8gIQ1/sGaVRrwUiFJ8G2DqyryCo45YRd2JBISlzgEgDGPNLG2DLEETUXXbdgMa3ZxzybsaV2Ly7W2LjHy+zQhlSdtJ0X5HuyI97eMF1f45KAP+CNTrQzRUtoD0VRfsumorgYmLNbDe30/dp+o+696MylfQzArY23HWEEnSdEZsaT0ck9k0KJxNsbEWh6G4LiD1tA1JOWx+7z8Lj/22LLQz1/bol3IK0XGXVpYhyuZbWJmT5bizjtfI5hrNEu7xolxgrRNLLUn7XcqFkDIORnVxQoJ76DStOx5HiotLm9xLkZILn+jVhER5xp765aybS04qZxeI8Xn59CoTw7ec+OVK1baTdncrufd3sHJU6oXw27kzfFkj9dV0PzRP/pHSSnxnve8h91ux1d91VfRti1/+A//Yf7j//g/fqOP8YkaIkLVVUxTXEppb7v4ftKvT7Sl03/oZfytDf5LbutN3odlshssSbqy3U8hBhfDKhEjEGp7JI+R1CgsX1K2BSFZcN61SThE86pRYzkSukBasF4cB6q0RiqnydOtX4yvSt/b+uk5JiR4aLJlXgqsYOYJiJB3A6S1qqtq897IWgCxnfS93t/pmnHcaMtpH9QPxYI2s0MXobNO67rdBBejbmRfvNBz1I+wbqme2vDMy8+THn2MKU/sxx0g1FIT8qSE4F45N7mQlItTb6NZQOlir2GNXYVbN1RPn5JqT9oNsNdCId2/Qo5Wyicq5NCUWXcbUkz0YU9KkUhEEI6qI3xVsfIrJRCfrHAnHTlE3FbJz3k3IKvG5KgROVZpfXrUk873miu0ndinPZ20uLoi5sQYelrXknImmHtzCBN+CNd392Un3Tn1dRG0SDAkLyeW2AsxH5oMVBFG/dsctI0g1n6QLLhNIt/Y0A0TcRqVaAtKMl93+ASbDFOaACFbInW2RTTnbLJ8LbD9es3R7ohhHOnjQCUVLju8LAtZjhlS0PVpH4gh0N9/yDiOdKMj7vasblm2VYi4Qj61wkBOO+T+FT5EaGq9vnJpKWkRorwvbdVlUMQKWwq9K19pG8vaSDl5tT7wFbJqrXgvxnkFrZHFDPham+jxyqb8SLSNU2TWh+qmQuwVmBs/ZWEvBYROTlZAsbxeUQ4d7tozB7Jnmb/PZY6qhfxoXFATmAnYn4AiVYqWCLLEp4AWy9GOoxQlzqwB5uvv4MK1Y8+CIjRFQl9qkFJAjVoUK6Is86/mosYIy+rtVf5Wr+t++2QUNG+Sgl97vK6CRkT4/u//fv7IH/kjfPCDH+Tq6op3vvOdHB0dvdHH90SOo6c2PLwalkmnNui0cFpEkBtHjC/dYfzQXbqbK+SZDXlKaC4TMIpagDeV7Sps4sSRa6euocEgcuPUxDFqQrJz+LLzyTJvKvGiUsY+qLeHLSDp0c6s5j0pWSrxMEG3NoM1y5EqRlxYedV6nXwGk6gKZHSWUkfaGglZE8JDXibRushcLVgSyA8H0jSRh07diaPxbLIpUEaF4PMtpx4yrSfdWMFxq2Ra55j2PS6uofY0z9xgfXmfXdwRskqRj6ojGt/QM9IMQVtffdBjMH6JVFpw8mhL2vaa1VRF9Wh5+gS56omP9uS7F8p32Y96csvCD1TrFcSEHxzDsCdJzQ1QgzbxVJ22muRspeZ8k7Ze8hAW0ndU87LkUdXO1Z501SuStu8RHMfdCbl26gEztIhzxBTYx57oMnGctBVSzPNmZY0VkwVhMIVNNlPFnLLl+djO2bxasnMQA2kbkdEhZ2Y53Dgka9ijs3ZdxtqZraV1e8E1NW20AjWCd26W5qdsbsUhqht041nXm9mgb8yTFjTOzwVKxvKvQiQ+2hGudmy35/jk2G4H1tVKydox6SI4JUWgvC6I/mxNWtewy3qNTxElmy1meWIeMxnUzC9mIwrrOSuqq8UAE+MraRSC1HYvmA/NLFx0MHNWDDW9Nso9W5AXoPhRza2xQ8LvLCrIy7wTjF8yS80ff029k2cuSmnDwEHhp8+ZUUPMHBKsG836avwBqVYWNVHIc1hokcvTGmfIfGeyoIojJ4v6sRyO3evLzw6KmpS0MCreWWUklvnFkNRlzmQ571E3gPM5KecqZ/ZPEin4s7cm+bTGp+UU3DQN73znO9+oY/msGadPH/Hwww8VnSDrQj8YudXkglI56vWG6eWH1B8+URfd8RDVEV3ELfW2mOkVt2AtUoJFJoi6eO4DsXF4V82kw0UNYc87Rm3nbEtRA+NLD/BNjUeTv2PW45C2XnaXxifRYsSer/XIkMhMKtM0IqGGBUblm+wnJQwPQd+HTdBiuS0Fjco7zX3K9x4isljykxJ5UyuXJmVkH+CkxT13QuWFlDLjzTX+3iUx7C0pOlKdbaiO19TnQRGSLJx0Z+AEP4I/W+nCczXprhNgF829tRBOI/HBJVV7Q99r65F6o4qX0zVpNyiKM0wIGQmJ3Hhc12p2FbqIS8g0qSOMIz4pD8FtOk0Ft9ZiFgdxpy295sAD5mok3L9U2bIT/T5HmqrBdx2uq6mnCCsQ55UMOzimKlG7Shf0MvF7Q2FqU6twgDjErNebed0oblMyvJI56me93gY1MMtTQhotjmSIS76SqWPyGJEqkPYWkOkwbxCToyN4p1682a5PDQ61kM7asxk3THmyDsqyM81JF9mYM04qwqMrri4ekl0iTIkHw32+4OyL9XwWc7pJDQXFOGpy3OFONyCa6ZRS1pZTUnJ7KWbEy1zQZUZte5Rix5vqr3A4CjKZq/l+zRiaVZCKUlg4fY5ceT03hxJqu61nroywkIkLifjw8aVwKYqofPhEB4+ZkRyWQqn8XUF0SqFUiqpSNO0PSLMV5MvegjQNqRJ7cGJBQOy4xJu6STKSrODwKuVPwT6T0hq3IFnxLMdbWl9Ri32J2XiGpSg5KHriAYo2v2/7Lhoc5f2CLtkmIjwppOBiRvhp/P1n6/ikC5pv+qZv+qSf9K/9tb/2ug7ms2U8/QU3+PAvfEwJcWAhiAqlS0xGznVqz38eiC+e4956apCtR2zCyrVHJjPHAyPlQiH6peyBA/LgPkByprJ0c+hfzhZOOaXFeXaYdCd0f8t2d8Hp88/pupehHiY16mt1cRVLwaUrvAldCJV4p+85l8m3dlq8jUGVIkEnn7ybkCNnpNSInLRaPDSBfHeni2BQUqc/6lTRM8bZ54Ottus478nrmnzc4ruKdDVRfd4Z8aMP8ZeVnuuLHjnrWJ+dcXF+H58dx80J1ekGSeCSw52qMZi2+SBfKjrhVp2+t64mbwedOG2xEXFQg3vqSInJ61rTma9G9StJGbdqkVVNHrV4cMMEJFqvhnoknVDdUavk2taDTzgvpF1lzqxGvkxJC71eOTPiPTJF2qo1jxmvpm+blRZZKeO6ms2FsEs9/niNHLeL22tpdTRmt29rgbq/BjvfXFPR5cQ84ZdJtKS159EUVO3BNFLyjVIihUDqo127HhcyOSdijCTikmItB0XOFIzMqeqgpmpwUQhJC0S7oPV/KVkbKBGvduzGLWs6drnnmfXTyNnGuDZJvXymrIicufvKqtYoDJMsS+3I2S2LY2nRgp6z6DQaoiRsOzFOmWcOrTSpvMxFILrWGwqmLR+3kIJrdQ6+xpU7rEUOPVsKGlKQmLJIz2Q5G7ORHZ9YwJRQ2vLDUsCU9vXMF3r8QNDYg0pmDkvu91Ywm9rMA8EKGys0FNkCEjN/JWe7hlw177X02FDeS3l/BUUqlXDlZtVXnqJmgNmv5vMxF2GPvf9yfkNCK6W0PAYgZqb9E1LQvDlec3zSBc3p6en8dc6Zv/7X/zqnp6d8xVd8BQC/8Au/wKNHjz6lwuezdTz4tYe2GNjEYO2mPE46ebaVsvFrjzvqNFPmwZ7cep0wpYI06U7PCKHUplby2r5yzukmEAw+jZa2rTukIOAary0o9Mf0AXZBDebGSLoaCR+/T+1rYiX4dYsXga7BnR1ZgjDmO2ERC/6gginKAQEQsksQtY2U+0lRHu/BZ9JVj6sd0tcwVYtiwZuMuPXII9uGreplLk0ZLkdtCzUOufRw1JMvGoathk2654+pnjvT14yJNIy4vqI9O6X7qIYmPnN0ihyvqYrPR2t5SDmrESGTmh22GskgbUV+tENuaAzDjCyVdemoxm1qXbvHR7OqRY5XM58ieVVD5RDx7YpmvSLse0W+unppQ9SqJpJVY4uBm9O21ehQP4fYD3isEM7LouO6Rg0OUyJVSm5dX3j87WPkpJ0t+8U5csNsWCYp6wIzJUNnsrVG0+JBY59BHgMka4tNQUniY1SPpZJJZotJTtoSCDkw9gHvPRKdvhcgkbTVZPvobMTXnE36X0UIurj4ymT1YnyWsmCBcsSIusaNiU5atmEHApv1qaqvym5+0uJQqKFFP/dWkBP1FsqjtrrEzCWXNo8s8mGX1LcoJCNbMxdD8z02nwRUBZgyxeOtvF/x6DVfogUWKs78mgfwgr32gUDgcZLvLFs+KGTKKB45XrTg8MvxKcmZJVqgIDWP7eBz+dmg50itHJxuTMpxRZa2Vl0QRvtfznatHSAlidlIb349pyRipgN4SFhaSSV3ylqySzvuAFk67NzJclLFK6pGzGSX9DM5QKgyEMfIEzHelDm95vikC5of+7Efm7/+3u/9Xn7P7/k9vO9978N7ha5jjPzBP/gHOTk5eeOP8gkaw9XIC/+/XzfEYeHNHEowi8076wbpR/xzN0gPdsjpaq4PsmjrJu+V6yGNW3Z6NlF778gipKRBhkxRJx1z9kwZpDW4PGbYTZrJNARdsC56xt2e7viYFALu+Ihs+TruuJ3bIXNKcEkVFsDbjm2I2gYoAYYhkodpToQmW999mIhGIvXHjf7dPmi7qahKRLQNc1yDkQiJWYl+25Hciy7Elw2p3ukEt/JqrvfsMfUYmO5dKQ9kN+CPOo66Yy6uzsknDc2qxZ01iox4Fo+WMZLXNdzokJBxJ63Kzis1RZPaaRsoRl0Ean1dJ7ZbnU5Idy+UiH3cUvw2nAhxPyp6YgWs71pk1ejnWdli1jq4zErAnaL+zojXsm6Ro059XkLU42hNFlz+lVF53ErbG672uKePcEfNwnVAkAYlc4MiCTErgmbtvblFWXxOKvv8Ioq6nO/JMaqLbltrMWS8m0xWzs8Yba1xjGlAsqOhIooV9lrCKM8GsQjLg9ZBQQiskHDR64YaK/YcWqiUdgwg4uloSC5yVG2UhB8NmRnUgBJv/DRrgYgo0T0b90MqR87KfZmVTmWHX2lbqbTEgOXePkRD9CzPJPFrgZJOlnw2a81mawPyWLGmb1yuf32ItLzaePzHpRXkWF63tJ7F7q9C/n28qDlEgLJ9xrtJLRumNKN9s4u3oTDaTlYkVg6eQ69/Q78kL4jfvOFDiea4pa2IzXczeRo12CyWE+VczOdtuR6WoszObVGZ5WyoqyFJ9kKS8owYfqaPN+uZ1x6vi0Pzoz/6o/zMz/zMXMwAeO9573vfy7/5b/6b/Df/zX/zhh3gkzbuf/ihTvIc7CAso6RIXXOwLJOc4ajFna1ID3dacMybEyFXTtUvq1pRApvUdAJcWj9OHAFscZ2W3coUiQ5c7bV90Uf1jwiJdDWQHm7Zhiva9U1qHK6tzVxNTI2k8lxdYAv8yyy1ZKvBgcqxSDqhDUELkMKbsQky70dSCtoq6Wp9zmio0hRmPxz31EaLlIyabfVm/jdM5DGoZ0tTqYV9YyodL7jn1CW2Mifd8v7XJ6cc9+dM00jXNfhbRwtJNjPLP+VGB0cN7CY4bXHHHe54NZsiusopeuMUJWOt6jMXSsHVKpekhBN6/dyplBxdwkVpa83VKlwk73CV106UcTeIyUI+Bdd4cuEihbT4mIjoOd5PpN2gC3RbG9okWggdN3MyuzRG4LZ2hyhUotdZORdloivXYKWLXt6O0DjSgx3pfKfo1Tghe28hqJVK76PKYkOKeOeVwEsmpIkk0TbcqnDS/5f1yBa9ZLwJM/Er5mpChhFS4V4ctOTIWgy5uiJO0LlOlVCmXEtjwA/aiiyghoB+Lllg1CR5sUVPLDwTI9fPQEFx4L3WRrE2mUU86IKel8JF+ISCRyo3R6LM3LjymKJeLHyaVxuPIzmHi/Dht4Lds4YEFb6abTIU4TvYNBQUZopG4LfjSFnPwxhI2wnfVbMKaUaugnGbjBelGVb2/KXvNqM16HkkLbydDDlGpK4NiVaiuGQWFVchHgebV8sxHzz3weQ5g1BSzoUUFZ/Jt+fHY/fSp1klvDk+I8brKmhCCPzKr/wK73jHO679/Fd+5VfU4+P/xWN1Zr4XXpadTm0LtCE1OURTyExUb7utj+9qcm9SyMbswPeBfDkhq4F82s4tJ8kG0wMpqPW6l4pQdlllohNRr5jKJrIQ51ZCPt+Ttnv6NDLEgfXmVBdDa8GUyViLGp3cbdnRImKMsB3JQ1qeV4Q8mVIlsuSzOEeeAuMw4aoaVznNndpOZEv4Zq+FhDy7sV1UIocKYj8XUnk/kT92rijKqUmb92iExK017mIkXXS4co4B6VpudrfY9wPSB1ipzDiHBJXgclbH4FtrlX17hxxpnIIfg+YLmdzUVV4DPx3aHrJMLbcP5FWjpnwOXKWtubgbqW4dkSunC/6qwa9qVVEVBMCujZm46+y8bZZdu3QVctzpIjEGpKoMNk/myjxqzlPt1felcWZH7xaOhxdmskWR/XogHSAj5fXBErYd6WIg5whblakTlOCbvUNqLWLyEJXr4yEPgZQivq5wrkIGIeRAzELtKiPyxll+7coOGr1XysIivmQ/Qc4adSDjsgAVnkYlxjnyjoqaKnhDJC3Ac3CkymtBWgp9yUinmwG9Hxbli1SGnIG+hi/3AiZN1nOYcUhREcEBCdb+tQd+VKW91JraqbKWYgmCLH94WMwchtPODyk7Cg5+V763+73c+4WkXMny+c9dPlnaNsWlPJZ/LAoj71T15SGfD/oZn7aK5o1p3qzlYO89ZQ0wDWbcmNJyfOUQKXWb8u/E21wW0TaQRRMsf2CFyKwEs1yzUkwenp9DYjF5EY6V8+JEER67zmaOYfGdAmJI+Oqwb/UZON6EaF5zvK6C5lu/9Vv59m//dl544QV+y2/5LQD87M/+LD/0Qz/Et37rt76hB/ikjdPnjuddReFdFBQBIFlWUt4OyEmnE2jKyLpWRKPAwCLajtmOSN8osrJWNAZB/w/z5O+cwx07psrhspBCNKt+vyySCfO7ieTtoCBSzuz3V2xu37LJxc+oBLCgTBRjKq+L2BiUkzOquiX3QSfOSWfNHILl7Sw7JkLk8pVXOAkJHxJy3CKnnTmKJuQtx3BsJoMZ3BjVb6bxij40I/GlR6pUeu5YH+daRRFA1VjHraprtiqbF4Gqa+mGkdQH3MNei7PjZp645ekNblUR+wB1QoLAcYt/9ljlqdlg+ULePGrMrj1pq+rBMNvr48yjR0A2Le7pE22/nW1wm06VUutqXoTnNoAXc0EtJm8LGoBzimp1NaEfcMOIO1rpY0pEhfmyZJ9UkdaaL0rOzFb61cHiN5uv5VkVAmixV9oEg2Z7JRLxg3cV5VjXEAIuuPljZT8pKhattQDza1dVQxyU1+KzxxpHREvcdqi3zHwEyVCksgCVwsYb56eMw/urMp8kUa+U1Adc1FaZjIFcTUY0zlqwu+U9AkZe1zYZbXGozUsb5LAl5ER5YaVdIfa5eSuQzAV4Bk+SqflapyT70rYtRcZhkVKez14Huw/KfX5tlDX3gHg8QxLluioZTTMR2B5cVF8FlZkLm7y0jusDNCpkwp2rhTzuUIWT8fmKArMo15gSuRJFz8rLuoPjLGiYodbiDmwtDttUFITFCr0ZXtO5yF0vZ64XegYQFYGFTiiPPebwlNr57Xcjm5OOz+Txpg/Na4/XVdD86T/9p3n22Wf5M3/mz/DSSy8B8Nxzz/FH/sgf4T/9T//TN/QAn7ThvMOvG2JZaAqUL1pk5DEinUK47sbaSJCWW9J4XXiiJcqmrBLrPiL7iXzUkGuHr7XPn1F32JyVE1C3tWbthKQ706KgQKwNpAtY3g4aQilCTc3V9pynShvJGyRe4OlkC4MXyLp7ynstZvIYlRw5pjm6IRefh2w3jrOdceWpRsfltGdzsVWi6xShn9Th9rTVXXTt5pYKY0IuBkWD9pXm/JysoPLEe1ucF5zXxVC9dQJ0HreqLG8zanq1c2rAt+0JH024kxW+U+SF2lPd6CBl4rqCcyWjzvb03mkhN1mBSD3b3GtIoqEKjZ4/aYw8PUXcSUtqPLIdtLg56/Q5JyvAGrPKLwTfzmthtzGpdcjLglNpi2W/vcSHhpX3GvXgnLbsymJtaI+UTCHysiB79FqYoi7IMZOnsDglZwVsZAikIejvSHA5Muyu8Hhyn/BVhTcjujwF0pW1vZIgQdtNunA56rohD7bYubJuZCIZj6eSWguaZMhfsp21FTGIqpEkGhG37PpzhqJ8ckZ4diBTIpFwZG2zhqzvJ2VF47KdA3NCpnGq1Lka9LVay40yTx7wC1fELehBUTMBZjhpLaZGzQi1qLdWc1EMHppSHjoGH46ZMyIL2iMocjIjOMt7mEMZy+MtqLacO4pPzjVJty3yRdEUsraGSpFT6/PnlPU6f7AjPdzhTlbkywE5a0nbAXe6ngUPgMriM1qsUEFTCujl7elUaBJul2YkaQ6unaNYrreFZC5yZEGGUn68pFnG4z41lHNp79tato+Pfjt9xhc0b47XHq+roHHO8T3f8z18z/d8DxcXFwD/rycDH45mU7Mfg22IbO8ZlFRHJaRHW/xTJ0pOo3gmCLmrZ2XEPBKz+Vsagy7EXlTlRCbZwuQqzf4RJ6QqEZ1orp6D6XLURVR0F5YuB2vJZLqq42p8oK/ljM3g3NIFCFlJs5Wbr5a8CwuaFJQrI6XVVY49RO2LV5VyONoK33vqSkmqeQpw2UOIxDHimzNyH3CpgVWJsI6K2IwRGSNuWCkSEjNpOyKXk05wW6cF2xh10Ww9btWYRDjDxR7Zw+7+AypX0aVbSnpeV7CpqZqKFBNuXZOGALbLpPGwDUZ6zkp2LbLdCP5GR3zpknQxHFi4YwuLwxnnhsYjR0YEdo6czd22ICMZfU4vuvitNB09B1X9kBLsR7bnj9iGLdWwp8qOuuyKRVOffUiwdgd+JbIs4LZLL8WLFNXKPmp6eMnm6SPh7pUqmawdkF56xBBHOw/QrTawd9SGLk7DXteKezvzWKpm5KH2lTVonHFllAScCHg8ta+VnCt6XImEd9XsXExb6/kYI65ryDHOHBu1AAhzUSBNrVJiscunkEuNw5YLKuad8tVWahopm1bJvsVwrqBjU0SC2RUUZKsgjs7NxRROv3ddRV6ZCWUh2mblsOWCkhSU7/FYE1iKm0IAvlbYyFKIzEZ6eSm0SghkQWSK0V5pn6RSsWaTOTNvWGYEEnvNqnBNVHqeX7qaVV3KRVrp904OVFEyCx/yEKw1bkVVkXELC4fKibbtansfBcIJyRzILUxSshWxLI7ChwDD4+dwnjfz0sa103idCPwqKIUIu8uBW88dv/pzfqYMo2h+Wn//WTo+LWM9eLOQebVx8swxuwf7BS7NkMdJiZS1J1/1uC96ZtlhTEk5CTNZNS+TkdNFSLYjaduQ1g2ucipJBZCkC0ZVDMDKwirkkElFYqpLP+ly1CgCYIwjbd3hJ+tnZ5adZl0mwkQey444QwzkrRGBMedUy2+SWSWTyGPQhcRrvIDgYNNyKpZwnRTBkd1Ezln9Z857ODGDQct7ko2GMrqxIo0tkhrShRZC6WqAPqg02YlGEjglicqza7gacUcN6WyNu+rZ9Q9ZuY7mqidd9LjTDtbVzEsS75TAK4ZiVKZGmwyF6UwhsQ/gGiVWf+A+6dFeAzy9AF4LhcYULLXTYlBQsngFoBJ32VlmV1lYQtZj6vyBigPSGAkfu8+j83tkyUyhZ3e+56n9LaSraaoW2XS62I/qaqxhgQkn9bIgmoU/5ZrbBvJuUgm/uS2nO5fkRztFjdDCYOj39HGgTz0edSaud1vWMSKXjoEBX7dIv6dtumUx9eDrGoCV76ipSKIcmrXraN1KW6e2MEdDXCqvCEauPK5W8ndO2YjNogiCoQ7LspRxzhFTRpxlB5XdfSlsgr5PZxEEUnhUrUeOWr2WBUXNnKGarZns1W5uBc8oRPH3QZES2TSwqbWg6IM+v7PrIGdFLsu9NZOBWRboQ0VP+fALp2ZGellI5wWfmEUCWW/iOS29tFtY+DOPj9LiOsx7K4Wic8h2It7fwqYh7Udc5Yj3r+assbKJyYecn5hIY1SlXWPxIung+dG5SQsv2ygdoIRLWzTPx5bLPXIN7slL4ZcM+Tn83eHXxfTTWVDra7Rdhv30qj//TBp6al79+D/Zv/9sHa+roHn7298+Q4CvNn7t137tdR/QZ8O48fwxL/8/r8wJsgrrBlJKyMWIu30871Zm50pYdmZiGpBip55Rvsp2JN9U5Y0rO9QKsstLi8g2guIdMURSSIu0ekqky1533wIhBTpXcdSdqK299ZvnnWfG+uoBpELGoJyWXn1IBJAxzRLVXDgp3mt0Aoo8OG/p2psOV1e2yzaycCgcnIn0oNc4gOMWOlkQi02tYZv7OMufVUY6EqeoYMSJZubkRwOcdcq/GYI+x6qCWsmpznuG0OPO9/B5N5TPNOl78F5InSdfDIYCoBP31aTIA+jPd5OqnD56SfzoI9LlHkTwK128825S7kTQdgn7MKM4stJbLl+O5G3A3+goDqv5fFAvnFVFjuOywzzfM1xeMU49VfYMeaTKFZfhkqP9hrjy+G1PChFfVeRQm8okL/+CkbfNSiBvJyVZ94G0Hcgpka4m4osP7VrKpCmSQ2SKI1fhiilP1FKxSz0CnDwaqCozVpsuiSlyy9UaXunE2kcVgtC5TtflpDyLVbXCS6UtLRS3GeJA6zUIVUQJzdJU9nlnddTNKGem8Vq8gKkG3YxyCf5aK2KmZeRyLy7nZo4SMdfruahovLWe4gHipS0ZMRWgqvH0XEntNSF6Xc0oSR7M9RhzDC8LiV/u86UtnZeWYPk5LAVJKWTK38/IRClcWAomsRaNU1uHWRkEBwUD15+3WEuAGhCmrPPE3Z36KJ12hJcukOeO4f5erQhKLlI8eH5QtV5IWpRvShFxAAtYcS2tX95PPHjPpvQjJeUAwnUZ9vzBohuYg2OfR2kXlgugTLMHCqzDoqDIw6/Oe94cT+54XXTu/+Q/+U/47u/+7vnfH/yDf5B3v/vdnJ+f853f+Z2f9PP8xb/4F/myL/syTk5OODk54d3vfjf/2//2v82/f+GFF/jGb/xGnnrqKU5OTvg9v+f38Morr/xzn/cv/IW/wNve9ja6ruMrv/Ir+T//z//z9bzN1z3azloNky3cZjRGTIRHV7gbm2VnISykPMo8p7PSnBNjxQi7iWTxCM4J3gtV7alahejnnnABVEIixTS3NzgfValgO5vat9zp73B2+jTEuMh3D3aO2bgjeTeRHu5VunvZ66I+hGvlvnrCGYnTvFfmya42uXbhC62aBfWp9D2miz1cWe4TLMTGdT23A8TZ7h2UjHqux5R7UyRZURHv7ogPt0SXkF3gfPuI1mnR45PoZGm77qmftEWWMvnBHh71yypoSrEych+UL/SgJ/7TO8S7l6TLgfTgihzUpC5PkXRvS74YlG90Mer5mtR7J4e02Mg7ZjO/9GBL2mp7UCMQ/KyCyiJUeCKR2tVsqg2reg3eE4I+N1kXdzHe0xydMak6islahFcj+XJQdKZXlIY+Mr30UInAWUnf2XgV27gl5EDKiYt4xTZuGdPIg+kh58MjhmHHg/EB96cHXA2XmslVFscQWLs1lVTU1DS+ZV2tFFVC/asiiRQDfR5U/VRI9VWRwSsaIoaeSe01N2rTzCReEdEWkXPzYl7QxmJ3ADJ7NOnBHVjIF68egTm3bHb/xdRCisRQCdKZQ3KrxZW0Xj2cKuXl0NaK2HQlMsMvXjCl3eRY0JYiFfcHqAws12AhDyMLmbg8hyFa5fnFNkJSOVwpig8LqMPW1gF3rvDFGINex33Q4n7TaEFQOdK9HfnKMo+KgkvkGt+FZC3UyTZSRqxeajNZkKrHCzU7VoEDxZJNRklfcy5poqGNh+aG5TQd/mlS1Pia2mk+JiuI7JyvNg2f6eNwn/J6/322jteF0Hz3d3/3q/78L/yFv8DP//zPf9LP89a3vpUf+qEf4ou+6IvIOfPjP/7j/K7f9bv4xV/8Rd72trfxNV/zNXz5l385f+/v/T0A/tgf+2N8wzd8A//oH/0jNfZ6lfG//q//K+9973t53/vex1d+5Vfy5/7cn+Nrv/Zr+cAHPsDTTz/9qb/ZT3HknPngP/gQ7EbdjZorMFFZ+ds00LXVvFuYSXCPTzyw7MQsG4cIaR+IQ6RuKk2NRkh2lc7EyqytoJTSbBpGzKTzfvZGkRBxGdp2jbQ1MiXokqqYQHfEIcMUSZVoMfVwNyctMwZcW+uCU947Voy1Fe5kRTLvGLpGPWMK6iNYsZe0yFnVuoBOgUIsljFo26m2yX6MzKqTukL8ROo1YiE+3ELt8c8dzxB1utgz9XvSfmS684j9tONGc0MlvL5COvWCyVcj0Qm5rRTROTd0BkPA6mXyz9Zuyl0FH7sgfPwRYbvHJSN83zjWllRIhLuXyO01/qInDwl31KlDbUiz+kuOarJoErt7ekN0wv6fvcLqC57GnXWzR4lsGtrNhna4ZJd2rP2KG0e3kaYixag5So7ZqyNna43lrMXYFEH8XBjLEEm9FamDFh/p5QvCgwua4yPIEMkW37PncrpaqDj4mQuTcmIfe6Y0EQjUUvNwOqd2Fa2ArDu25+esfItD8OJngnImk7ImkeeQGZKlvVeOYkJXfE7Eaf6UNDU05uHUVopSHkj08xhszZIDlMLuHzm4SgvBNGOtIC3EcynmjfdUpOuKfIiiEiQ1Quys4CwXvpf585oLheSuq4jmIpmlkCjHVXxrSoElGAmZZWGfH18Kk/IzmQmwM3Lu9D0tPBu794q7d1nUsswbCiZD8qascu2tFsH+bE346APcuiZ+7BHubK3nuirhsf4TV8lo7eiYkVYWhMQd/L8cX9ZNT5FzX5sDDzsBZcdVwJ6Q1SjSLZ9pCeCdR+H1FZ6PO3hez/XhhM95x20+48enW5V8Flc0rwuhea3x9V//9fzkT/7kJ/34b/iGb+B3/I7fwRd90RfxxV/8xfwX/8V/wdHREf/oH/0j/o//4//gwx/+MP/j//g/8qVf+qV86Zd+KT/+4z/Oz//8z88FzquNH/7hH+Y7vuM7+NZv/Vbe+c538r73vY/1es2P/uiPvhFv8Z877vzqfa7u7/QGsuC27GRO8+2O1JV3trcvu7bam5dF2XVRKgTmbCeAIRD2kyqZyq4nZZIZTcUQSZMmb6u8z+zwL0fy5ahk1bVmAVVHK27eek45FwmbhIw7EZUUmaNyLdKDLelyT972KhUuGUPGlYE8O4PKqkJOVkhrhUpGWwfF36NASDGaE68WQGqs5bSldTmZxXqlBNai9AHduRcDtNpBPxHvXJLu7DSnalKCcNqPTPfO+fijX6d1WsC0vtH8o5LCfKnZVnE/abtqZ0VVsXe3nBhx2kIgJLgciL/+kHQ5MOx3hG2vyrF+VHKt+dOEf3aH/tfuEO+ck3a9KcBQJddRoxLoqAuk3FjhP+eM/Ut3iB871/cBuuM+XVHdOOJ0cxMvFSu/wp+u8WdHVJsV7ngFbWu5QO7aIpBhUY8Uc7LC69pbMGdM0E9Uq45cOdIUSLWQxsDD8SF9GiywVIuSSioq8YhZB8Qc8XhWfkUicn98yDgOhL7n0XSOw+nf2wFlgSmMTFn5U1Oa2KeeVmqi6AInLJ406qpbkJBKZem1fu1WDXK8mqXIuVRec+tGri38MzqSD1pAMxfF/mecGen0esyG2hTUQzqvBol2385O2ocFSbm3veh1VMvydVHQHaIrpQgq6rRyrIdFT7ZFuaAaZVMndszlOQ/QB+AAiWHZJJV2dmmn1ca7mZJxsZJeG626KacYyEnUdgJFbudol+JrVDYr2HlIaeHGPD7aitlssqBOJTetFJbl+Q7JveW5jFuYc1oKv/JeD1tQpYA5LArr6/dI+fk73vUW1kftqxzsZ9Yosu1P599n6/i0ScGH4yd+4ie4efPm6/rbGCN/9a/+VbbbLe9+97t54YUXEBHadrnAuq7DOcfP/MzP8NVf/dWf8BzjOPILv/ALfN/3fd/8M+ccX/3VX8373//+13ztYRgYhiU6vii3Xs+Y+mmehFyBrX0m1Y7cjzQ3jsyQK1tRoz38WV59uEskLxuVolYYI+FqJBy11F1FiouFeMqJNCkqk6JJMBHzjRhJ+0GLDJMr++P13KKZdzJ5UWVhk1a6HMgPt5qGnVFJsndkBJeSwus5q4xZnwxpa/zJmtCP5H6A5sRaX6pQYTB1V1EHdao4oXGzmghTQOTJiotWd4IiGVnV+Jtr0pVXl+VhIrz4AH+6mRcsF4Xd5SM6t2LVbki1w/sKt+mU/DtlbQW1ytHgcjDlkRVQrddJvSyI+4lcNaSPXpjJXNSWyTTQpRZ/sdO/SRlpauK2Z2BgUx0RBdpVixw1C2ciq4GgBC023Oec0v6zDduPv8LRqlGvna7SOf7GhnqYOBv2dKsj3NnG2hseMUdmqRcUTA4XsXnyVk5PNtQw3zVjvu0ITvAbVa8ESUj03N/d58H00DjLWkA3Yjwh44Q4k3UdVWs610HO7OOeq7DFbfdUrqJPA61r5tTzYZpIWfklMUUG9N5rXDOjJSSuxzo4p3L4oNEe4hy5Bpe1ME3n81tcFlXheku0FAIFJcpLRlQuSIahOuIcNHn2lCnJ2wprVrPkfkF+ZDnPhwuGM+gB0b99NTLw44qn8vWrcUMO3psYQlu6UQW1Vol8qQwOnrMgMcVjR0D7QwBuQTJsM0PMyM0V+VGPa2vCSw/wJ6tZ3cgUNW2903t2bqEdRhqYRYFymJZDmq0ZHOYVINr2dv46h29uh6Vrrd/ZKyjmpUAxmtMnFDTFLLAgOZb6PRdbop/BW77oFm+OJ3u8roLmX//X//VrpOCcMy+//DJ3797lv/vv/rtP6bn+8T/+x7z73e+m73uOjo7463/9r/POd76Tp556is1mw/d+7/fyp/7UnyLnzB/9o3+UGOPsffP4uHfvHjFGnnnmmWs/f+aZZ/iVX/mV1zyG//K//C/5gR/4gU/puF9r3H7bDf3CipmcErnxuDGQxCaVycLRCom2cmQptuFixEYxYyjQosR2XFMi7SbG/Uh73JBz1pYTVtQEK2qSFkO5EB8HlefiPX7dqHpk3c4STYVvLf05o/3prKF9eTuoL0mMqqgKTjl8MUJoEEQ9b8rMaqTHvK6VIAyqEkEnGhmDaq7aSnkPbUVZbGeZqfFUWNf6dVvbZOxgZZyKdaWk3gz5fDfLOvOo4YJuyuxiz9qtqNqWuu1wvsKt9ZhzSLAdFSkZVCGEZPJeiaD5ciTvtKCZLdP3gfTyBTlnwjDgMuxSTyZTPdqRRXCbBhENjVy1a9J2ZHzwCF9V1LXTYpOMO+ngtFVUKCQYI+3ZMf3dc+LdC9ytNbKp9blurvD7kXW+jV93yJFyUKgr8so4Ms7NqKByTQ44GeglwkZbfJISfOSRciWGSTlNKUOaSC7D+RXn0wUpqyrJ4ajECM3oLs+Z31DtajrX4sXRupaYI/emB3g8N5ozJWNnhyQhEBnSqEAVNUXS3TqvLam5JZJnTklJBBAv0NTq6IwFn64EF2pSXSnR1FbOWTpuxePcvipIzSGh4LBdYSuuFPVZJUv2Um1eN7WirtkZz62gE0VKXdorCxvZiqUDzkhBW3K+TvLNthgX7pzd/3MlYKjOYQyKK0VS2fw8hj6IiFo2OMccRZBg9hiQvPDhnGhbNFlb9OaK+OsPcetG0dmzYyP0L3EBYodNZe7IFl+RM0hKs5kh1hJHULWnxURIMPTZ9nlgiGg5fVbkZok2v+j5VqfnrAIC0fexKJ2sYD0sHg+l3KWteDB225EnYrwp237N8boKmt/1u37XtZvGOcdTTz3Fb/2tv5V/5V/5Vz6l53rHO97BL/3SL3F+fs5P/MRP8C3f8i38g3/wD3jnO9/JX/2rf5X/8D/8D/mRH/kRnHP8/t//+/k3/o1/4zX5M693fN/3fR/vfe975+8vLi74nM/5nNf1XO1Rqzdr0tRncQ6pK9Jlr22OZLvLmJGKpYARhU21DWW7/LxMALOHgrl1pjERD8mq9p8cM2k6uGJLu0YgjAM+gz9ZqXW/oUKu1clTrIWTd9rSImbyftRWSgjEGJT+krPa248VVcq6XpYFMVgir+1ypVHbfp20/ezjIutGEZ+QcAkYJuToWAmIOWsUwoAVGXaO2pL2LdBl8qABkXj18EmX/dKWMmdZXXg9yQu+qZHT9eLQbN4y7KfZzbSYD0JGzse5OCqS3fjSOfl8R649E4EKr+qfXLHfX+HTyCrfIKdEffsUt6oJd86JD7fs791HgDGMNJs1YLXGqPLh6SMPofEqfZ6SWvdng+bXNf7pE0WyTvUa08TipKZzJvmX2qtKqKtU3dXVqoLDdqYrjztrdXf9zBHc3xrHRpS8Lvqc96eH9KlXzxgrDJxocOCUA5UZOiJQSYUXT8qZWio61zGmida17GNPLZ4xTzPXJudMJRUTE148tdTqUyMa6Dnvoiu/mOsB2TnEJy0mBH1PtRbG7khNBvNkrbraz4hDBkP8ynSXr7WcFKCQ5Z/Y33tr45R/BZUpxPbyc2ThwpUnTIWEiv5e0O+LanGuVdz19tFc/MhBm4QZVSptrBILMaNH5RyVQgmW8Mey0B+6G3sUuTCXbv2DfP08rFVhiMvEy0lT3cvzz2Z91sKoPIi5LRfZfPGlSRa/Mr+2LEicmw/XNg4JyX7x8skYMpZs3jTlU7QCLFrL6VBFZUjNzKGaP5Ns5/8x1MuO6/JJUTi9yaF5zfG6Cpo/8Sf+xBt2AE3T8IVf+IUAvOtd7+Lnfu7n+PN//s/zl/7SX+JrvuZreOGFF7h37x5VVXF2dsazzz7L53/+57/qc92+fRvv/ScooV555RWeffbZ1zyGtm2vtbY+nSFO1Ax2CHpTrz35xYekYcSdbBT5KLkp4mebfBxzH14qt4Q9XiP02WI7qhw7TlHddW1SK9LtnJeJHNDJtfWECuT+Ff54pUTKfdTk51oJjrROg+bMeZYpkrY9aZyIKZFjIqRIzJEpTzSpxu+9oi1OYJxIzuFWtapPopJh3W01qnJtRfKGUMVsO0tNMHanK40UaLxOft6p4mkwd9iu0sl/rW0HySYHdeAqITnR4qDIxm0ybX1Ls1qRPVA5/OlKgyiDcgUkVqpEcg5p3byI5PNBFR6lRYZKVNNFTyKT9j0TgTTpJLiNO4ZhogkNVVXj8fjPO9ZcqN1Evd9x59FLnASNXvA7UzJlkD6SLnZMjy7xVUve9vgbR7rgTGmRpm4qXL3G3dDWkGTU4LA3hVPSwsjVauTHul4CEO0aoNZco3RU45/ekH61Io2TghYpqfR7gn3aU1MRJSI5GYKIgmwpkkSt8hyOWiqmXAoV5dgcVRtCjuScmNAWaMQQPvFIThxGH8zKvmSU46ZSvkxRoJhNQK4dBCv4sSKlzciJetqk3hRKKeu5saToGdUwzoaWeMumTKwlU1pP0nr04pJF9VTymbxb2isHJFz9v31fAjYL4b9sTopfS+mmlUW3bFw4QHzKDVz4JbXTUNaZJ5VNVShz20yyLMqtw+ewz46kfze/jxJSWQoHiXP0iRyrKpCuhpevcF1r6kBvBZUVJuYojFelpaC+O3mMy9xVvGjKOSj/f/wclPmqFH/lcckpUTnZ+Yzumjr0WmtVL2Y7H+W8ZmbIuyB3h0NgHAJvjid7vC6ow3vPnTt3PuHn9+/fv5bA/XpGSukanwW0UDk7O+Pv/b2/x507d/idv/N3vurfNk3Du971Lv7u3/27157v7/7dv8u73/3uT+u4PpWx3lS68x8m0isXpIu9EjcdOgGXm7zwHK4R/GyS8O5A6qkT4lxYmyw3DkbIzQcws02MORenz6QTyaam2nRcnN+nf/EeVy+9Qrh7Qb4alLhLnheBnKyYebgjbwfiOBKTynZDCuzjXgMHU2QY90oO3g3Eyz3xak/aDUo4zeDONtqCaTXrSMpkVtK8QReMY3PSrYwrcWbp195pIvLlqJPUflqKHG+tp6NmWQCbSomb5rZ71Bwjm5Y21cim1fyokxaOGi0oEorQCPOEmyWrrHpeGHSHKwnyGIjDSAoBl4TLacs+9oxJeSEX4wV3H7yk7Y91jTQed2NFc3SEF8/VtIWY6eOe8KISi+MrF4SPPSRse+L5dvHemOz9ll5/IZc3+v5kXemi47jWOpFK9FwXKW/t9FxuaqT1OJNB89RGF0eLFcgxkVMkTpO2gXxHKy21qJdMJeb6K46UtTipxJNI9LFnTCNTCkx5YkgjIU/EHAkp0KeeIY3EnJTrlTWioJaKzndGMi5O1WKfpV/QkErmolvJ5QuSoOGdLRy3uFWjROHaL9ShQ4jduCVyuKI5W9+s6BFT10lnsmxLxqbx0FQLMlNQGjvmcq3MG49D2bEr7T85+Hq5X+dWzOHCbvfG3B5pPa6pzFhTlmLGnqvMASVbSQ/HUBJrSV9XUdl7AGuvGZevcdA43K1Or59bK/Jlb+fFW3q86HUmGkhbIh2kqsxuwlDaxhDTIqOvCs/n+pxVgnf1GA/e+4xkCXgtzqUUiUUlVX5fxrViJS/fl+Lm8X/2OTwxLafDdunr/fdZOl4XQvNaLOlhGGiaT17H/33f9318/dd/PZ/7uZ/L5eUlf+Wv/BV+6qd+ir/9t/82AD/2Yz/Gl3zJl/DUU0/x/ve/n+/+7u/mD/2hP3Qt5fs973kP3/iN38h3fdd3AfDe976Xb/mWb+ErvuIr+C2/5bfw5/7cn2O73f7mhmaKkIOqe/J+hCOdZBExqafME2EurZ7S+S33uLPdYu1m5GW+0ZOanoUhqENwdVAMGeCTy+Pts5JNTf3UCdM08JGXP0jnGm4cP0U3RtywoZJjknfIFJGYSEPQ4mQYCXGyAikTCCQSlbm+JpKSY/da7DgjdFYxk9taQzcxgnRXqcdLTLowCLgK5FQLjFw5jcrpzJxsskRvycikxnO5D2TvcEc1dOZPM+WZwCy+UhRnyozbLavVhqn1VO0Gf/MINhU0Hmc8iJmvICinxjsYBi2YGr+oZ2aO0kSI6vUiKXIVt9yoT/BVQ4gTAjwaH/FU8xaqKSoqctLiLlacHN/AJSFOE3Eckc0K9iPpqtfnfrRlnyJHN27pNTRMeu4QUsEU1ir5l84rJN8KeVdphEGw+IKyq3W2QHmn53tdI5Xu5H1TkVbVki5tha9Lwj4NbPyGQCCKcl8kjYqoZIcTUR6M2f8PaSQlJUCMjIg4Qg4LApJRSbbk4iGoG5+sbSxXeZxUxGRFZFUtvixV4QWp0gkv5CFptlYparzgsLwntxRo882Uki3sxvdI1q4qa+Dc0sqKADSGxtipLJlPizomL+jp3L7Jy/MVhIWkSML8OEMVgRmJKfdtUSyWe3/2lLIipfFUbT1vQXXfc0BYBuXSyTyVLGt5QWqibW4OFUSlnUqek7kV0QNudMjVqFyvWq8h8c7COWXhp6R40EKyKI6YkeTVAd3QFklL/pUiQ0bIXt44JQJjRoxyZlYxJVkKsVIM5uWtXJtAD1Eq4wXNf5sOPquDvxueFITmcC14vX//WTo+pYLmR37kRwCtpv/7//6/5+joaP5djJF/+A//4afEoblz5w5/4A/8AV566SVOT0/5si/7Mv723/7b/Lv/7r8LwAc+8AG+7/u+jwcPHvC2t72N7//+7+cP/aE/dO05SkuqjN/7e38vd+/e5Y//8T/Oyy+/zL/2r/1r/K2/9bc+gSj8L2pcvHzJ+Z2tTgxDgFWrBlsOnRDmtF0375hmAhwsF6vtuLKYVTdZod2cle3fB2IfiE1FVVQa2ezfyy6v7BRBVUG3jzje3ODh+Tk7mZAJbtanNDGRvJm7pWSeNXv1eImq5NHWgbYVWt/OUlxnhdc0jkR0EanGAKGjunlik67tSC9H8pQUPTHEyZ12cNIsaI2gE1iRrxpqk4cJLgJ5P6lzsIhyZJpKHW+vRvP7mWBVkS72nI/n3Dp5hjZ6/O1j5OZKEY6c58k592HhW2B5PxFyIQzO3IgMu8Aw9jq3poDH0bqG4/YUWTWE/UAYR4Y0cv7oHjfudTTVDWTT4NctRzdvky52jEmonZrExQdXujg0FVVVqyosWm7OqIVTArWibyvktLHFz4rXowbpJ/LVZM62yRYTWxXKLrS2GAFbCHztCbU3+XOthXfOpiwSWtfgkhCc4MRTOT1v3lVMyZFcxosjZiv2ROXbY55wCJWrcPPqCzknHI4xBxqBkMNMMsYLrq6R0domhYRbdv3eKR/ICzICrVvaKiJILfa51dr+LJL3WTmkBYgS5DPaq2NGQ8vipgGXaSZTX5M9F7S0vKHH3X5Tvr7IzBsKu5kdC/cFawdHDhbWa8uyjmLjIOBMCbmE0oq9hQWdEQs5vbbhLN8XdGZuZ4meh1mc4KDOJi+vkQz1UcsUkiKsTY1ranJazOxySjNnTqxYKEWsOPV2Ei8H/BnmtmVx6l0KketfzLEw8+6M6+fb2mNzK/4aQm0u1Znrr1GepxR0h8PBOETeHE/2+JQKmj/7Z/8soBfJ+973vmvtpaZpeNvb3sb73ve+T/r5/of/4X/4DX//Qz/0Q/zQD/3Qb/iYD3/4w5/ws+/6ru+aEZvf7PGrP/1hm2RVgUPJoKkrXFsvcHVCYwHyAeSL3Zs5a9sj5sUS3ECcbGRdGbSgSV0keVNTGavfeUciXvdeaBxuXbP6vGe4/Ws7LrYPGGLPlau4MXTEqz1u0gyi1AdVkniHjx5C1mKGTONqvNOsoNa11L4mGa9GvUpgYoQ9VJwosbX1c3K0HLc6KY4R1xiagrVJitTUdlQ5JrK3RTcv7TUmjUqQSshJnW7TOKnVfEy4piK8cs7kE/vUs/EnuJtrVacMAXE1rNBCq6sMnUAn3NG4T8U0rSgpBNKjnj4PrFPDmCY1kHMNddfhVx110+GnTDpPbPtL3Mdf5Ebb6LrkBXes0L1zjhgmZAeZhGtqTSPfrJHeWngxaXxE8sp36gP+2WO9llqD71undvuhQ3aTmv7FuEhvyy7adriKDljr0hZ76WpFJHpsRxzw4k2OneeNe52r5QJ1zGToRMKLJ6ZIsM9fStp6Ue7BHE6ZciTg9PPMGSuH5piD+dwfyo4bIzlXnpwGQxFscbbFTaqkoaQx6/U730yiCE1KMzp0yB8t6MgMWBRfqJnXsaBA13gePPa1k8ecbW2Un/mlCHXiSFI4bnqOCgI4J5LbwlyOyRXHaPLSWpo/XzsKL7O5pp10u65lDsq8NgpyAQv6tDE0KiRFf9fWqmysBTjpec1O9D7MB8Z6h203V5SaYhJt+zwPUaxD1ZGgF9p0OBE+/jnZB1j4cwWNOmyj5QOlU86v8jz2XIdFn53PJ6ageZMU/JrjUypoPvShDwHw237bb+Ov/bW/xo0bN/6FHNSTPPbnxv8pC0ZRRhRyoS9GXTbZp2VHleeb3M+FC2CToSfbDoyUlci6mohTo7sgp74MqUgVU1are4/esJVXpcxbzzjrnyd/NLEbruhcC5TJaVLyXT/p4wGZIrVvmKK2EBrXzK2GsmuPWYmA5MyYdXcsKEFQ3Vu7mdQojUei07aCSdhBESo3aegjY1TuyD5ASjr/eJv0zQmXIcIRlgNl7YVh0nNwqUZ3Z/6Ee8N9jm49BU40v6i04JwoaVZYJlvQBcBUZ9nreZFyDoHoMkPoWVdrtmFL7RpwjqpucOuanBNnIRAuX+Fqd4F8+COcbJ+mOjsm5MDkI9llUgoqUXaCMyWaayrq9Yo0BWQ7aIiiONLVTltc3Q2F8NvKjN0MOThukbOgEvOrURGRhKrHRIwH4g0VU4RiPg+NV8dX72bfFy/OFEs1iUTMicY1OERRuVwRrJhxOG0beYfPnpA0J8yVRdquBSeaDu/FCqGUWDvmz1RbSpWGfHbV0h4o6MyRtrJl9IqebcM8sWfAea/tt35ZlPLBf3USL8n2y29m3k5Z9IqayNDRWeZdHjOjPgfoTlmY00FRUy6ptDxvIe+KK2quJXpB7B5Y+C9uRpLczDvRe0UJwCyoyAET0jlRYMgW7Wtrd1nMHx9zyzsi61ave0O5fC3ExlqArswzLByhufV0UOAV2brNQ+LkQEl1cAwJJetz8HhryxPLBu2gx1b6S+U5nKOY92U5IH0XdVRCkcpXecuvdh5ieLOgedLH6+LQ/P2///ff6OP4rBlnbz3RL2Ka3WyziN6r5vEiZcIqcHDxzzBpcA42IyR0B9VVkDVraCYAbjUgMU2JVCUtmkpBlGEOxcyiRY0t4P65I+r9xOlupH3Y0laNEkyLB8dkffam1nZRHahShYuqRnFOd8/eKYkzh6gTNB4viSqqQsG1tapnUmehlSC1TTjOI62SCfMu4GqvrZ9GC5z8YA9DUO+clMljstyhUVGYtkFur/Tv95Mqx5xYQrYnne8AaH3H6bjBnXb6XFOcJ9mU8ryo4GSR8IohGU4WMqgXNb9rPL6tubi4z1FzZP4sQgiBNiS40SIh0hxtuJ2e5qWrF9ltL5jCwFF8mj4NSAVNTGzjFafVKc5VpJjwZlDYrW8Rzq9IwwhbwXtHvtgjt45gpYWJHDUaxjkGKLyaWyvcflL5drkWrLXGulLOUFAkKqMp7Pp7t6jrDNWpqoaUlBPV5NaQN1MnicOTiTHSSAtZeVSeTDb5dk6KMCZ0UfLiTdat7tUTExWNooigu/0Mctzhbm4WqYLxOeS4haNag1BbD70VtUbUBru+kaUtVIqNgkCIfcYzv4V5oVPU46CoLWDAXMAsC6SipeUA8/K6OS2tjBkVkGuoSDHyQ5hJsDmZCWbWYqQck/OmxLJFOodEspZylgWl0VeRA2KzLCHbpR2V7RwfKqgOfW5qQbIzF/GaaAhXDAlfK1dLvNdIknLPHAZSWlgszi+8vZkY/SrI0HxCWPgwzkj33vx+Yl46g4//XcpLS96+nzcdM5KDKT1LwbU4Vb9qgQPEx00M3xxP3PikC5r3vve9/Mk/+SfZbDbXPFtebfzwD//wp31gT+p49kue1onK+uZKiDNSZplsp4ObfN7p5PleyyVU0CY4EchSJKWo1wgB2U+kKZJqYyvYnBzHoLvtnI0M5xcewFmHe/aYpp/wXaMchaYi95YobS2eXKzLK1VsiQi1KFnX+4o5L6drqKRmmkbcmFivWpy3CIMpIYa2SEFjEnMQYN5pgZJajwwGIV+MSvAtyp5+Upfje1vi/UvwHnfTkT9+ThDNLJKu0TPndVYPVztbvIT16lgLS3PDBbTtBCQ/4kw9AlzbiUttOTWrSgmiFwNZMtVmw/TKS1rMiCPlpN4nBY2K6rFTccSz0zO8Mt4lDnuGlz+uxM5Vx8PtfS6nS5pVw9pv8JW1Jr3D3dwg65pw5wL2IzEk8n7E3dxohlTnkRNVa6UrFKkSUb+Q2xvmfDDjLciqolrXpGBEWeeIfcBLZa7ILHwu0NaPE23dJfXymVLQ3KWcqMQTcqB1jSqVRBVLhWRbrtHRFE3eO2pqnHOMcVLX6qStpilNSiJvVEHkb26QmysLdM3kItM/bqGryEyK8tV+drsmG1+owkipwhzvcAhdwNzOLZ/x0v4oX8vS2i3FR7kucl7iIzLMVUMhBZcqLEVmA718sHrmTOGNOJQbpPwOtRtQI8wDJCjbS1gBHocI5vWXpqx8KA6uVxEFLJwjExc0RsxtvFIEaY6TkIMXMuKuqz3VqiY+7PU19xPuqIGL0VCWrAWHaLE1t+MquZ56fTi3TWrOOXPkCmJie7prvjcF6XK2gSheXdc+RK69N8B4blZtHkrgU7Jr47EKprz+tZ+Jxsc8CSPx6ZGCP52//Qwfn3RB84u/+ItMZlr1f/1f/9e1HcKbYxmnz2xsgtCJQnkMxgEo/eIsMy9Dv8/kbIttTlbwFMMoUV4E5s5pmw0x5IIhEK1QcpWF9Q1xKZqCQslz8nBX4W53MJzgNg0ZVdO4TQsRRVxApdwpIamCqz1Y/7sYetHV2vqoPD4mGDyu63CbTuHuyVLGg2YqudaTg7WcvGg+1P2dmu6FhNRZia3ToDtBnf/J24n0YE+6f0XaTxB74scfIJsVV/GKummpbhxpK6ypiOc7+nFHkxs8QnN6osWaE+WLJJ0Rcx/BK6IhIRsZ0hnKY6RUEThudCGaEikEmrplnwZ2045KKgKBMJkB3+We7ByuqfBdDTdOeLaveXhxj2kamaaRB4/uIAKByGXcsvJHJAfOwjjluMGftmQR0kuPFPr3gpxaq++0w93oEO9Ig6q5FGnxSpYeJg2rFFHfklWNqz1xNyFjJLkEfVQ/lykq5O+cqYu8EdTNLNFpm6geQK+KQEJl216UR1V4NE6cgReqVnJOCDnhxdH5VlVybolLuApbIpngMl0S3Mkad3ulRoCTHo8TVGK/8rPhZO4q5JFdI4W4fQihO2YeTEHamBELu+UeixrQtb1UETK3p2YCKhjpN2pLtiykZSGe+SMOfF6I5HKI0MhcpBRSt/JA8vz93AZEUZhsLaM0RuVRZWctuuUpBZZi1KlKqKAzUtyByZCTvt5stoc5Vttc0gi+9dp2OR8UCbuaiKua9IqFk8aEqypAi+8corYyvTM/LKdzTXnPGeO7Bd0YzC1mO+mF+G+EaZIJCApS8mqIyWGhWD6bmMm1bR69HYMcFLCHa9XczvvEpy4F+Wf82vZmy+k1xydd0By2mX7qp37qX8SxfFaMuqtNcm03rhMlvx6EzulinZe+cgIRyxCakvo6FDTGa/GTC0Rt93FOGRmVXJt8sHk4m5W9EYInm1wCOhmDPudK052zORrnoUJsYUz7MHMpcojIVAi/NvkJmnZ93Cnfoa1I+5FqrPAna+Vi7MbFzyZaj/tyQNpKX2+n4ZZSaasjb0dY1UpqDdrymhGFq4n0aMe02yNjRHqV9uZdz9BfcOkjZxenxFvHuF0g9gNDHJjCwNqt8DGStoOaCU5J59zazTkzhGTuq/7AWwQ9b52hM1slHCeX8dug3io50EmHE0dMibgfYBrxXTt/Vm7TUjnhxnDGw/4hKSc21ZopTlS+ppKKvQRWeOqnTtVc0II3q7eckDYt4QMv45oKWde4tZrl+drrnFQ7aATGvOQ6GQlYwJ7LfEL2QdtMO0Xi0qbWyAWHeibZ4wsRdeY/mJTdx7IOmnEauhhLktnx11t8QUAN9xoyMenO2YnQuY4pTWQyrWvIORFcxIngnz6G09b4WUvrj7VGGCi/BN0klJDQWbGjh59LEeLVnTvLaO2Qg8cV1GNGQ8oTl2HvO13/UblPZ4Rhlixn5mwgsAX1QCJ8YIJ3bRUV5oRs0EKlvKYCKCrJzjGTRmsDSyJFwTuTa9vzaedmeW6tmaxYyiCVIBjiGA8OwAw+c0RJxykTH/R6r9JqwOuqIt3fK1rrrA3WeC2CSm5dzkrclwMJdjnfKS8S+lK4lALQkDTxToUCh0hNLue6VCb2vOX3ZZTrNCpKp5//Aa/n8LUOTfheY4xDoO3q137AZ8J4s6B5zeH++Q/5xPFt3/ZtXF5efsLPt9st3/Zt3/ZpH9STPtpVNU+4joMbMaNojBlSzTdpjIZiCzlYURNUEplDIu+DFghD0N3IGPXrMWrLYQrEKeqiu5uMW8ECk8ek9vqjtXwKXNwo9O02DXLW6qJ5VENnioZOgxQjyn0I6E7RrRuNTzhuka6mun1E9Xm3cTfXuJUZ2HX1Yuw2BdJ+JO1H8nYkbwedVFYVSMYdt8sCUTJ0Bk38TRc908NLhn5HioEUo8YsWDE27Hfc3d7h5Y+9wAhvKO0AAQAASURBVIMHL3PRn8OU2I6aRRQebWEMi/qjxCeURbBMjp16fIi56eKdcjfQY8lRgzmHh+eGeAvOK+zvRLgcL9nvt4psTcE2+DqxeqcJ2Z3rqKTitDvjxuY2la+QnGlPTvDPneJurrTl4zUHyt9eQ1PhnjpS+sZRrTLtQjj3aCFWdqZOZqlwSULOYyRsR53wdxPc2cFWzQnj+V7VNlf9wQIP4r3+s8WhtCS8KAG4pLx7cVS+ovVqvle5Gu9U4l2ZGV8kzsGWzhbZ1rVKMja/GkRN7JRzZoVZUtQJcVrIFov70kYthpGFxzK3kuyYTTVVAjuL9cGhmeUhugHMUuwC0JTzMSM1ZZE95KqVUc7frIYqx6H/Dj15yrEK14nCZU5QYEcJ/mmKy8JuRc58PAdUnsMUZSmfo9OCtigffWXS/WIgKGLzgs4b0/lAevlSC16ba9JHL8gPdwsXJqUZlZlb6Jk5K2tu9zj7RcqKgJbCwtmDShK5MKPYNG45z3CgXpJP/BzKfFEQm3zwuuXcl58fFrC/0WIuT5DS6c3xquN1FTQ//uM/zn6//4Sf7/d7/qf/6X/6tA/qSR+rs5UVExoSWdKbc5mYDqUHmZlIl6c0Z/gU9CDvA6kflSQ7ahEzIzBjVLRjyupL83Cvdv1TUnSm3JsxLwm5o7WjxqCbU0ME1DzMI+sGZ8iEqz15CkzWdJ1S0AVt3SKrRpGDxpQpJ80M80vltH1SaWBgKcZyHywbarJJzOMaDUucVWEAnZrwSYJ0uWe7PWecenb7K/qgieEAdd3inecyXFJnzy5syTEyxoGJictwqTs/QeXj6MQ7cwqiFo8ldBDnVBHkRFsdrUcm4zOFiIvCdrhcuBVA51doh82yiqZJPz9Q6XXQdl+Fohcrv+Lsmec4u/U0TbumxuuO98ZanYU7Q61MLh53e9yzx7r4nLZUnYVxJuN4eHsvxRwwZXIfyVfqzRMvBtJ2IsakhYwVzGxHLWhyYnp0yTgNTH2v5mxOlPPVaeEolXqwOHvf2l7Sz6t4zlS+VmVT1jaHQ4uVaKnaBT1ZuY6NX+MtImEcew2cNANDvENar1yb3aTGir21XMagi6MVJXlK2l1wS/JyJs/IlPJtiveTW9pNsiAbCyeDecGc/Z4Kx6NUCBzcs2QtqkqBUs6bcN39u/w7QAXKnxebhbm4cAt6VIqtuRA/8MXxjcc3FhR6qJAsa/VhO60US+VXlcPXB8eTdO7gvNf542GvvzsfyLUjfvABaTtcf5+1GR3afUiweU5YZOSlgEh5DnadTf0cc3TCIYH5ExRljyMx5f/z51IeLwXWWvhTh0UMh8dz8HkfDjuG3XbgM36kN+DfZ+n4lFROFxcX807g8vKSruvm38UY+Zt/82/y9NNPv+EH+SSNMEUuLwdT3SRodKLJxmnRiAG0sDiceCLLwp+U6JimrCiNZZZIVrUTCDReya1XI2xqXTgvx2XCOZzcbLIvOyZ6y5PKumhS2461rbTNFHV3zT6Qp0jI2iYIKSDOI0et/g2YdLgQfs2fwhUY2YqzUXkpOUZVfJWQwBSVdOxFUadRiwtpK8TIiWG7Z4gDfsxsU08tFavxVMMffYPH4RFWfsWqWrGfeiKRVvQY80lHrkR76WUxK8TOA9nvtVZCY67G+0k/j7LQ7oIWdcgM81euosktkjVJekoTdWiXNsMsE3fkkLmxvkn99C1yTGqudzloQQmKaDW6UEsfiQ/2OOdIYaJeb2Bj6Ew5dkEXyyovk39RM20DtHstUrvCJs2aFm05Wc4J6eNX3Ovv01ETJXGcTvAnJ9ccrTOTtUkjNcbTsuunLELF2DGLcmz6PDCkUc31ckZEn08N94RGGpJEtQOISZVslvE1X1OPRn2b3oGrl0VopS24XOIpRBYSfFLkIzuHNLVybZKfEQaZc5g4IOEeFBGwtEvmhdHO96zFfmy3X1oi5fopHI+Z8MqyYNvjsx0rpQhAC8VDH5lSR7nGz9eTVA5vrUUpBSSZ0rFRhM2pYo38CTSe8nn5GmJvLzIlRURto5QziubdXBE/dF83UB3I3ItFW3oF/bWNUjFEvBbrUEZBtOx8ZjR36tqYW3Ms5/xA+XUNYbPPppiSzp/XYTHz2Oax3OfXyNePjX7/BLgFv9lyes3xKRU0Z2dnBjcLX/zFX/wJvxcRfuAHfuANO7gncbzw8x8n2g2XnfFeSvGQMxK1rSSWRaQ3nXFf+klRmGweLlNc0qtFURWyeUKAFgBDNO8R0R04WYsoaykVmHiGy0tx87gaoaT4ZlFCYDRCb4qAI+RR++crRVSWQDxIO7X8fzy/JoeD9xB0xpW6UgJfiOTR+u5DJJ33qhJqK+WSxES66unDnrWsuBteJpIIUjHstnhfUfua2tXc7G7TrjZISFTZ48QTc6S5fYrcWAMetz4owhpL/Z6MKDkmZB/Iq0qpEI0RE7fGJ+qVa5Iv97ooS0XIYZbR115TiF12xKjE+fkzB+WKOk8m4zcrbcs5T648qen1uEobo3GIq8hdRfrgPaSuyec98v9ZW8SFLpa6y5+3t6okSygXaVKyOPug6qzULK0KrygUU8Add8RfvcvmLU8zvvyAR7tzmlyRLjMrf6YoGx5atEAIshznYB5BLI6v0QIBIVs8hmYuqd2Oo/HawhRgU6+5mC5oUNdnUkEVE1Qe1zUkGbWoPu+V5tJWek9ttPWWrR2Tc1bkqfDWyGou6Z0iOZW5xR4qaq7t3su/sngeLKplgaTcL6Uoses9LZ/x8liWxdstbaKiDCwIG+icmZ2es1LYzMRUUUfnQ5+XqqvmzCM1SVyOS4tV/VrMvLMgJADOq7LKHQRLKrfEUMh9ULPG7USsM/JrD4l3znEna2aEyqIlaLSlp3MSM/dNikrJi/LpYlyKikPEJaPH5w7moUMFGgfnsnxUh5/R7NR8/SOb207FpO9g0wgwB18+vqjb9XDx6AlJ3H5zvOr4lAqav//3/z45Z377b//t/ORP/iQ3b96cf9c0DZ/3eZ/H888//4Yf5JM0Hrx4oS2MVQ1Xg7WSIsW/IRvBL8/yWis6BuVeFEO9HNU3RTKqNonqtaCwLovHw5TIV5qrU9paMo2qFvGiiwSGUBQpNGCYLmCLb9SZQJwWQrKF1E8WIOgZs/q2yOnK1E1umdRDshYS1xCPbLvmbK8tTjScM2XSMOG6GqZIfNATHm1xVYVsR9LVCCEw3jsnuMgqKyfjyHechwsu+nPOmlOywKo7ojk9xsXMeLmlqTuIia7bUJ2dkduKqmtUxSXohO2ALLPyLO+1ENQgPdtabidFloIWdmwj48UVQx6oqZnSiHfe5l2HdxUueaY0ajG26ylk00zGeQ1xpLU8nI21l5JAqzL51Adc26o0e8p6fBny5agy36CxBkuej0l1J0XnZunsqlaOVYK8V8I4lqBMyuTWIWibsXnnW7j51IbLn/tVLvfnvNTf4Vmephs22moytE3bBbUmlAdd0PLItUVKRFU0IyOC0FUrkrVmiodRuT5a37EmUmN8LVmuJbpKW2lHDZwPsJtM0SSGOFXIaYfsgxYI0eS5Bbmyy1ucqNO0tZDE+3kTIQWlKe2hQlrVD2wpTkr8QGZRKR4+piBEiUV9VAoQlvvBlZaSaDFakJiiOvr/s/fnMbdt2Vkf/BtzzrXW3vttTnP76+psl12GCuUEo/hzBMEEEzDIIhCJQJyAIivOH7EUhCISJMA2IiIiBAIJshMpEUQBOSj57CAEOIATbAT2h40rdjl2uSiqXFW+/eneZu+9mjnH98cYc631nrrX2NXYdYszpXPvec+729XM+cxnPM8zalNKy3QKdq1grSaqHkVCsBYIymKVB5sbhLk1ggQgBcpYyFN2lsuPU2WoCosLrH5+L0WNDy4Jz59z+cM/TddGs2o7C1Lbhci2MRaopgTXsnZKy7FbA8da6qnXS2UZ9LFj+jiYXNcEqyB4rZMpstLasLyfBNBpVYLyz5/X18j6ve3fmvYzUmH88o41kP5Mn/9FOn5JgOY3/sbfCFhi8Dvf+U5D+k/GzSFieoMUmY4jRSwoqrQRuc6U/WCTz64jpGgaj2IiPMnVlZSNwVAMOLjDgdTO4mItao0cx2xBY40i1cUQHKQcfMdad3Sz26PMbql5TC5EbgQm0Mve+idFIRRrLnjenCN3dzYxtxaiJYOVkVb4yCbcYVUOKC7i3HQmyhUxIeLBtEGHNx5ALnTbHUUVPQxM+yOTZDa03Jve4IWTF3n18ApJEpfTJZ00pJA4ffoZpGsYL/ewa5FRGaeB9tTKoZZT0yxW7C7ZsZkZJjV6PYj9/7T15obGsGhvO9DyYG/MkERGGQnFnCmaiy00IVIk05WOPIwM44E2bgzcqjJmq82rgI6WCsxGTDQumO1bFd1YCq6qfe5wtqU83NuCcZwoXbLSFMxsCPsR9qMn9GJlq1Pvwj0WmBTNkzlqsxKyGmg6ZMIHnkNE2D3zNJuHrzNd3rfPNJluRRyAof5dayuOIMYcjhM1r1/URL+RSOPC4skbTibifO1KMkH3hi2p28DOxde1LFpvpV1jXcAf9ZaC7ABC24hsE3LaGHu2EDPMUf+zcDpAsfgEaiPXmRmVmyUSWEocVacx254fAz31/WrpyEHCXM68wercfMrMKBQDu7PI2xfYuZwUlzeT2mgUC7xDdbakf9oIYu01hmy92RRUDfxKstcv9TPUvmkK7MzR1KeJzSce0f/8fTbPPmfXqgMK23AVBF1YoCzzIqvuhgIT+mrUeaMzl7/hJhuz/g7zAWK2mRvYU2Zb+Lq8V49Bnczq+fNkRK3i74pLx7xYud+k9PLCO26/yQH9Ahs3b5PP7PlfpOMzSgp+97vfDcB+v+cTn/gEw3Cz7foHPvCBz/6TvU3HC+911ioIOozoNNmCOkby5ZHxcCClhqgKO1vw8CC8OcyuWkHrhKpq9G4Kq52NzvOlTG6pXNGverAykHrjOF3tkLTaxUXMXu4x44igEuHRQHZnQ/CU123o2D39lDmiusYBjYsw6yQ+Zeuou0JK0iYDXV1jDSK75IF6E+wHhodXlP5I3HYcH17QEqFtiE1iGkYCkdO4I56fcLwyUCAID6cLzpszyqEH7yXVZOH+1eucxJ2LY0dia2yFKoSzCggdRIxlYWGGDH1Ati7O9l1MBYH5lUdMZLayRYIwlok+H0nbW5bDMUEZCzFFxmlkLD2hESQHQhDuH++ziRuKFAvfU4yJaAJ6OUA/oEko9w/WaLOJkDPhtDNX2N5KSGUzEUgelAalz9bSYZgMuEgFDRX4FmQqC3BrozE+z53ApISuQx8cCU/vOL//DA8vX6cNLUWVuMosIVnIXm1ngIjt+tUbE6pChpTNRSabBkmR0I+eJu2lEzFAEZtITB1h25kd3RdrwfRU5tAxobq2kfLoiEwZcmdMRBeRk3aJ4bcnzwzIvIPP7qAJfi3WRGz/HLgYXCoAqbqh5MLnKhaHhWWoC0Ip9jpV7Or33lwOqc2G1MCn+M9a9TDqH7oOZ2pq4N4igKmgR8iDa+oQj/VfSlmAl0Hts869z1gRF8mvfVVEdP4+uo0wFcr9PbGJfOrH/x+eu/2cu/+CgRPxeaVaoIWlBAXoVJAc53iJuTTkOUezOHz+uvV7Lt+/nkdgTj1eGLPVl6nHew46XA7jAlgX5mvRQoFej9afasXQqCrvevcdbt3Z8mS8fcdnBGhef/11/oP/4D/gb/2tv/Wmv8/5X1zr2zPvum0R3gLSJMrDa9sIXBzZP3pAKYXctnRDRp4RYxXwe61St87gGBCxxU82jT2qFMv/GIs1WKyTp4d5acBEv/1k9vBG553VOryLYOLTchiXcpAIup8o964pVz0Mo7sQhLPNLcI775hjxJNdRcRo6uqcqfR8Pxng2TZwmZGuIb54G7m1QYeJ0CbKYULvXXK4vGDT7pgm620UnzmDbYseR7rrhusHDzg9u0s59KTYcJwOBAK99vSl43i8JgyJ0gRyP1JU6aSjHHtEIKeecBgId07gtDXQGLDPvB9nYEifDVysNCJaFElCud9zvP+QQz5wK56hRnCw7c7mVGVJkcadNLEUmtAyTD2ttBwZeThe8ELaksdxAZReitPJtCPl4oi+dmUAYJPQNpC6jTX0DJiepHM2qZj2h/1ovbfc2g9i7jcHM6GNxoY9OsJhQm5v7PsfO3uuhzBKG2hDw1SdbH6tSC7QNXYtDnleGcW1MdXCa+WMYgRGY6JuRNwp58yj6xckBkt8Puksz2jTLGLRekxqlH2boMvkV66Qq4FYtWGbRNg2lGM2Fgfmsu6yMPrCl5ZcHqL3VquLnf99LldUUFGZmxtC09Vrr3VpVdqkq5V1rRsJpqMrGAiUClTqeirM5SP8e6iDjRvNJnMhD3nRqtRF28HgzGaA5Ti5i6oCqrhpSF1DqUnciGlcikKXyK88QKUQX+8ZX78gvu/dSNcuTEYpMI7Qdq73ikgpdm2K/V6zawNDAFk2WjbnsOTBrL4WMdhrr5vpelleZsXv6njBAhzXYLICl/ncrQ6zhIVdux7tmJw0S9jgfuRXvf853hbjiSj4LcdnBGj+4B/8gzx8+JAf+ZEf4eu//uv53u/9Xl599VX+5J/8k/zX//V//bn+jG+rsa3ZJUmQkw692KMPrpjGgWEyTY1MSj8WGEbSO56GndljTQBsu9tqW64TsSDGpCBO8/pFWcsBWhAJ5ha5dJtlCbY7T8lZCqdaoz//ejQhsqrRyiGgl0crcQyTZfG5w2fznucsZ6ZLRvfX3JYx2AIqIFVEIMDYEtT61MiuJT5/xuwgGgvSJqYHVxSUPI40m521YjjfItsGPe2QJnC6bQkhcvWxT6FaVvoC0xEcx54uKjrB1XRFIw2ZQjhOpte5PFBCINzeGd0cxHQ0Q15F2TsgE0yTdD2iD4+2iwuB8uDIUAbGMjAwcN6d0zYb4klH7gcy2TQiyViV2DZAhKNaewAtPLN5mixOyVdh9lgcfGYTgT84UB4YoKFrGDro5Eh64bZdH1Uz0hjgoM/oRW/Ba8fJrNrVhluUKWTiSYe+dMH04Jq03RCigBbkwdHyjQ6jvVZWmtjNxxa4URbQmn476yKcHUhmiSZ6KSKaxoVNC1hYnKpSjiPSD6ZpEbP8hpMOTlo7H9Uhk5VZ3KvBha5ivbzyETnrCDvr/kzr9uFJls8b5CamCd6GRMSbuPqqthIIzwxHFe3OwWy6Yhn8PR7XH9QFtbI1FdSsF53K7HjpSkuxZpp+bCvAujGEuYQjCMXLoMV7UwV7KULj77VmabJa+xOw9HD/GmmTrNzk5WVr8lrQNqKPjkyvXRIkUD78Gre7Ox7DAEg0AXgRtInWGFULSFrYkDFbCdqDKiUKOvnxr4AyBN+keXAnDu6iWBfvGVRW9scRifr/Z/eSH6MQnLVR5oaYQA0C1hnoOBgNEUsZ5UaZtj7v+uGnR5F8QY4nGpq3HJ8RoPmBH/gB/o//4//g1/26X0cIgXe/+938lt/yWzg/P+dP/ak/xe/4Hb/jc/053zYjRBPulWyUuOw6ytWB43TESFYlk+2+2u7M2XPSGRW8aW2C2zQ2yTV+Q6YwW59nx1BjFLDkMlPsOilcjd47ySYhbaLtqo7jUnZqAuxHZ2Emc4MMxgSVq6M1gRyLTTRTZvPsXeJ77poY86RFttG0MEGgt72lBLOciirkgG4iobQIQnjmxCiNjL1mW2zyO93Q3d/QH/c0x5bw4lOEXWs5JADpDOktT2WUjKjMC26SZCJl8aOqhUYaklgiqgZF9wO0ifjUqVvL3T7eOzuTrC+QsTHFXBEPD+RHRxMtXzdICpQHV6SQyCWzD0fOyhnx1s5ASC5knQgxME4DoWCtDwiw2RFKQQfY7E7JUcjVX+udvHW081euRvTRHhVhyhkurF3Ew+k+z37l8zYh994zKokzbBku+iWbqALUYSKPIyUJ5dGBRy+9wja3xKcDpYnEJqAV0NQddV303MEVFTuXLmqfaf8YFgu0iAXYpYDUpjsxELaWSTQzBmMmjBPaNoTgabNdgk1j7EznDUCrZqQ42AsuhFdgypTrI+HygJ54f6fk8QA1cGm9GMK8QFZRNCnMwum5FDGDmfoSZvm+IewNVUjOXAK6qQdhYWsEY/8iq4VjoWMqQ6jucgyPvX8dqkt+i2m1LGRPnUEqRR2crr6jMNvBtRhQCr7hCW0ibZLpapzlKcdpdjxOH7/PdHVNGgJ6HDk5P/dSNNYo0zVEcrqxc7fSsdhhD3M5e7bes/x+DUaWstpyjipDZ+xU/bd6bJW5P9bjrqX5c6zOTaoAecWEznPFY2P1D9cXb4MMmifjFxyfEaC5vr6e82bu3LnD66+/zld+5Vfya37Nr+Gf/JN/8jn9gG+38donHpqzI5nFOd7akV9/5InBAZpAmSZOu3PCtrUk02zul7AxC+ssWqs7cd+VUxQhWtM+p1v1OM2Waz0Ua8KoXj+fbFLTw2Qx5er0+DXoVU+57snjSGgTmpLt3I7j3BhT+hG5taP5ymeREwvKk42F6bFNyyReDKbNsepNQKaAdtEYnV3jFLCa5mGy50gKpNMdw3HPNI7EYUR1Y985CHISDRwOhW6zJR4vAIgSOWvPacSAQ0FJIbGRaO6PIPPcRgrIrZ0nxroeabQFgtZOibYGdvTRkZIzh3sPDZRcWBDddLmn14nTeMrD6RGhe95eZxjNsdQrj/b3EIVd2tEGS7xNmwY9jGw2OzjdkHynKucbt5XatrJKGTjZINJz3D+ilUToM9M0ILes+aYWvMQ0mbakYOerz3NmUDkMlMsjx9KzkYb7r7zEJIXdnWcYj0eSqjUczMMSSZ/VwGZRtnFLEV1KcYrpc7xUJCGgTYJpgmihe5pMJyRdA20yt5iCOM0v+5HcJKQTOBrYlk1jTI730BJnW+bhneJVxb6v24vLoyPhzm5Z5KIYeKjxIXU3vgYrVecV7LFzKm8t1WAL6VqUO4t61xZngTdtAX0D0IihiSoirsNfrtqsVQz8q5q4fw6/q48pK1BT3Ym6fkmdQ+wkWmq1Yvd38TiC0Ia5YWTr4ZVTP1GGbAGK+wk2ifKz9+hfvo8MhcNHXqWNHbHr7D3HjMYavJncgbYAkBnUqN1zon7uumZ1DCuYqUwJSFmhi5XeaRaXe0ntxqGuwEdXB2MWRqtfM5YuTdVgsVwqn8aCPTaG49sggwZWwPqzeP4X6fiMAM373vc+PvzhD/Oe97yHr/7qr+a//+//e97znvfw3d/93bzwwguf68/4tho/+YMftxtJBemUcLYhnGxJl5NVIfJAuz0h3jqxHaNao7e5VUDtrVJ3iLHuaqLrYNT690RMa1B3pH2xP9jTLM8jWKnpMKK9lyNCQK+OJswdJqYyEva9LT7FmwxuGpt/U6R53/OEp3YGUrbmeNHWmY3JWZwUkLHYJAS2M0oBiWplgbiavKquoCYnp0i3OaHv9zQXB8KuM4DhlmgEJAnd+RmnV3v2w4GzdMqts7vomMkl05RI07TkksmTl2UEc2idbi2/hEVfMJeafIaTNqJDsQaYw0R/uCYeC/rgmtC11nzSu2urqofXmaVespUQgwrXeU8bGmJuiKExbYFCPNsgt068p04g3t16Pymd4+NDkyhxQnPmKAPjNNAQudPesuNa7H15dLRFb+thiiIGar2/kR5GxusDhZHrwxXdFDl/6inyNiFNQ9i0/r7YYlB3/Z5ttEsn5OpKwYFxKRCirRUObFSa2ekUUrBE4VPrij1fG2ALs4x2XktxRieaxqbx50VPl66umQqmJm9SOhZk28LlEb04WHPNXBbgkcLyfqvzOrMoNRtFVv/+GDtzQ5w6m4sqS+DLavBFty6mc23Lf6+69Geri77iGhEH0V5/KiVDU29WiEQDW5imY86X8berfw81ERqx1N8uEdvaudtKRJqV0AaS69xCm2jbyPEwUo7GypXJSqw6FfJHXme63CPXmSmPNOpOwOOIdKBxWgCoW+yNTfNjAAtLVOMhZveYg9vk/armc8BSKptL4TIzMrOdfq33EDHQO4PX5VTPc8vk82Nl2eoGEf/7SlO0vKyd+6vLtwlD80RD85bjMwI0/8l/8p/w8ssvA/Dt3/7t/Lbf9tv4X/6X/4W2bfnLf/kvf04/4Ntt3HvpwncWxco+XSI+fUYzjuQycZZa0tO3CV2aLYSyEraJWMfcpR68TIyzvROb5HXMpls5TtaTBbEFYsqeWxMo1w5mBu/N0o8WijaaiFQ00/dHcp7Yho5wfmK1534kvXiHcGdnuoMUZ+FitQ0DXkP3slelfR3kEIoLFpfJ3zQVeHBfMYZEjanQ42CtEWJAbm8tl+dg4tx0dsLu7JynrzLbk3Pa2+eW5Huc5kmbUgj9SMmZQEC2LXK2WUXLuw0Un2DrrrqNM8Aqj/aoTjx48AbDcGAzbczlJR0P8zW3mnNjexxMSAo0TUtHpghoCmQp5mI7jrYbPd+Z7qNrCLe23iPKFjgZC9oF6AUdJ8o0EUPkYnxg79udUl69RG7vkLPWnEyjU2FF7XN4B+Ny6Jn2R/rck/aZl/cv82L3HDE1tGdn0EZC11hbB0COniPipSGdCpu0MS1QcBfQfI7tnBmbkuwajGFuGGkC3856YUUxxkcNZOu2sXWvHz3nqDEWp75usudoXczmVZxZ7B52DeW0Q+9fUS57ZD/CqYOQ4OWFmUURm9kqY1gXxyqgnxmYhcCZnzd/3xVwKe7Lrs+fn+M/mwLbXsQdSIsexM9TdS8GqK3kS/FebWpgUsoC6CpOmsXXwfQ/9n8IMRLbSOqiB+Yt959mNReZv33bWWf0fPQGpSlYvs95S/mJ18lvXBMuM4fX7xElWCPaQ2+lIxHDd7UNRggLiKnz0+o8zVqWuAI0oos1vLIqZcW91NLd7EhafuWe79V8WEtJK4amPrYe5yqiWb9WbWbqouS1CLs+tq+g+At91E3hZ/P8L9LxGQGaf+/f+/fmv3/N13wNP/dzP8fP/MzP8K53vYunn376c/bh3o7jBp092Q0Ub2/R4ZzyxkPS2Snx9o4yZbulvNkk/eSha353zbZImXeDZiN1R4napMhUlht7nrSj7ZK9Z1ON79cpw2FcHBoo0mfLKNFCwbItYgiEF+8SXjg18FLTSpW5I/O8E4U5uMzsmb7o5clBji8Ia1trnZ+ClXqG4YiIlSGsj1VGr3vrwl0t5U2kPdlxvm1Id84MTMSEttO88wpAiYHQD8TUWL1/09ixbPBFhfk4CdhzBwNXkizaPV6PHPtrhtKTNXOWThkZOUknbNPGRI6ulxAR2LZsmkjUjpKEMNgOVtUE0bIzkXe4vSXcNcao6nloAzJF8nFEjwMiwknZ8Mq0p4sbLsdLwsfu0d7ZknZ37fAdR3t+WO04jyPlYs9wuCaXgePx2uUcE23dFG9bwp2tlQuPeQlM8+OAWjsJxRgbSXF2rGj292tN+yL1WvfFS3aNgZnOwFAINUCuR3btAoaCGNtXRcDIcs9Mj7sjxZhIbxgath15O5Bfv7RGnk2cj4E+LtwN7l2u1+CalZmFzV4ZWutu/G3nUoniJbkM0UPuMjdp+4V4WRaaDHOjoqn4+a4bF7VAuAAahVxq+J7d2wgWoOfBjBKMFQvzMVNil2g2iZSClY/UWN08FWITab11hSRIUdjvJ6b9MLv4pDMRe/+TL6HjRDyasD0SUVHT9mX7XJoLum0R9WwjZ13mYyt+IEddAQlZNj6uf5GVwxJWx3ztVAp+AurvAnas6oGuIKVap9bAs7JDa4C6Bql9WUwAj6/pMdAPj19/T8bbbfyiAc0f+kN/6Bf9on/2z/7Zz+jDfDGMO8+f8fHwii0y1WK5aYhPndIOE+F8a0Fs3hZFydY4cW8hdupdiud+NpUtXQkTRXEFf7GJM4lZWess4LshvTKdhOaCDm7vXbsygndRxp0ndWccxJiENs0TqNaFZ04Ith2PTsWAk+9EZyp3XM0Y6hN4pXormErWxDBrZrfdWRkluftjsqaWtWUCWQm3dnQuTNb9BE0x4a933g4ObDR5U8LTjR2Rot7Mc4QU0a5mohggmdf0FKBJNGJN97ZxR+NWZhButTtS6owNGovHuoNsWoIIQWASY4dC2xjbsu1Md7TtCLc2pkHQpZGfVodIBSgFggrPdc9y0pzwaLxgf+8++kF//EsXTFdH4nZDbiE1DXrR0z+8QK4n8jSRr488zI9IkiyoMGdzqTTJ+n7VctcovvD6nyaQgomCpWsMuHhaMFPw+IAW2bWLqBMWIBN9Ee7inC6sm4Q0xXr9NNG+98pybC9gpQ+G4vcAS2miNjzdJsLQUI4d+mBPfvUKubOxMoiwsDAKBGNC6rXAvK6tXU74Nb8a827f7wOcSVC7HmkqCyQgjy2KxRFNwX5X/LqrNuV6jyRZrsdZO1IoRSnBbMo1MC80eB6Pd2D3Y1FLTcmzoIILbyuWSl2q5keaGBinzPHiSJksbbgceuKtjvyxhwwvPyBkA/WNJGJsKO4yK6UQDj0lZ2TTGsjZdCsmLDC3d5IAIdt97gkT1BTh2qpFdRYvz/NUBYEVfARusg8VwNQf1s+HBbDUkfVmCauWrZz9Y9NgyaH+uPqaMTCsN2lfyMM3hZ/V879Ixy8a0Pz4j//4L+px8vgF9i/YeOHL7vDjIks2iwtsw7ZBvuQOyhLcprX2XwplmAhDIiSdd7BrS+ENqjvgDBA2kW+s3KJq1K60wdJm6/vPws8CbputDhJiJOZomAO1hedpKx2s7aQSTNBsOgf//IrteoYJxXaiZtfMc4ZLre0b+FrAzMySiLBrdoTdxo9Ta8mxOc+pvlZiyYTbO8JTJ4B1mi5jRsZsjEeNtxdBose110j9gJf3sCZ780Iq0LjNt4twGG3injKn6YS22VpDTS1EAkGqmLVB8eTaGKxDeZtQgSYXwqYxJkSxUl8U4q0Ozlu33BcLMRMDvbof7XVSQppMmhruds+gJbPJHfvjJel+Q/8Pf5p4lZm2gU27g/OOIsLl669TDj1nzTkpC/tiVvwuWhr1NIxEzy6xHCGz91tUwDSzLOF0Q3hwZaWhNpluJbiLral262TXBswuJtk23jfMRa5FoTOwJG003UktM9QdtQPgOUW2RuerzLqiKoynlknaQNx1TPeumd64IF6dz2F5UgVLxVgPsszBbDoLUllYzDULUC+IClZYLXQ1nK42YZxZBxZWoD6+PnZdeqkW28oelNWxmIG+QKnaL/vOxT9vaITgQYR4uSm2iRgDJZeFGQpC8dJNrGDdP+j+ome46k3Q7YxuaiKXP/wx8tAjg5UOm9QaONey9JKrerejhWHq2BB23lOrggScMInBSm+1C7cfB0kya/pmkFcZXfw4aOGGm2w91udn/tnZmjUGEZZIhPXz5uONX1vOkFZXmjvg8tulFPNEQ/OW4xcNaP6v/+v/+nx+ji+a8cw7b9kOzaPz591d9Il/LJS+t+aUta5bnUxjRsdoItXGyxr1hq2Th2KPr5NDVfJXx0oQ0y30E1VfINkbyLXN6pP666dA1MY2LdFKQOI3+FIm0oWmr5OAqu2ojxM6Om2EmgNryPPf50lPZBaYmtxgAb5N2yFda2WOTYNsE2R7fwW4PABe7qgszMYnScF2sDXUq0sLA8TqfaYM29Ysp8C8W29siyldogQIGwNH57vbSNNQxpEyZhqsF1PTJQPtu9bKd64fwZ0+NJFwd4fc7mYXmh4n5LQ1B9Bhsu/vTi/2o5cAGrQfkTEhp+ZY6S8uONBzlk44Hq6Qo3BE0b5QNiPdsOPi8h7jOBBjYtQjoQhBAnfbu+y2p85GBWtgWq+dCoq9fFhZk3BrR3xjQzwOtnim4KWzpau2dNXl4j3HYzCbfS1DOvswz5muB6nJ0lLwZolKxbm6ZjCqcDYG2LrzKcscilfvg/7RBc29a8J566yeH0+8NBuDRRZoZhb8zn9kllnM9x4rcqYyBBWM1AVx8OsrFjt/N4L2dHmespRE6r/X151LNH5fTOosq/8uGXumIRvGCTJrjULdBAQhj5niYZnBO9mXjDWzFJhyIYmwP4wcHx69M3Ym70fiacv44XtcfujjtLGllExMyeIY2sZIjamg+35pjhujbVxGY4WlcdA26dyPCj+eUpllmLU/6jk1yuo71fJdPWawlK3nsTpelW15HKjMU8lqoQ713lf77PX68uadhMeWviRMX8T5LP+ijM9IQ/NkvPW49fTJLOSb6WaYqVCLgfd0Si9JVefAvCBUC6nAfJPOEyceYifoNtnPexP9ahTCkG3BrBbtOnG0cX45zRmROPdgCr4z1JxBwux4URynzHV/nRkfrQ6Z42gTMD5RlWwTv69ZlofBsnOarFSjQZaU3MbdGDFZ08YuYuhCPEBM5l2J9tOcWxJCoFR7qJhmQOv3nnSeBAUMgJwsPZ3mxT3WyXWyRfA4EtuW5mxjLqW+AcmghWma0GDiVdk1pmXqGlvkXedAG5G7G7jTIUOxBpRjY4+vLrDqHPJ2BnQRKWqMiF8n5eKaPvds05Z7wwNOZMsmbUkK/dhzuX8Iw0TSQNOdMElhDIWdbLiVbsNJS9xtbQE8ZgNd3qxUdcUyZLVFa5eQ05ZwvqO5tLYXs+4l1ZIkC2gWZ2NbZw58MdBc0ElMUKqKHqxTeS07AK7/YrEw1/dSZlaF6OzMfI5kYbxQDsdruodXpHLHBd55WfikphErmirQECuH1c8+a9NYyh03ymCrXX09Vv1kvb5uuG98gZ08qHHWgOjNxdY1SvPf4ebrqzMYtYTjTrT6NkZiKCEFcj8xHUfPiAlItu9Wxe+T91vKIXD12hXTYXSDwEAM1t3+4h/8LMNhTyeBnIQUA+F0gyRjGmXMaApWNm/iPCdwHA0kd3FhU9YAcFXmEWdotKy/BDePcwUvM6BhGfXL1/NaXXBgQCj4ca6PncXGq+u0zoUVsQahtmKYz49fC28bBc2TYL23HE8Azed4dNvGbqBkNLhaZ0fb8QxWu1V1BqXqJqROtqsXqvXkOmHMzge/GD31tOwHs2ArsJ/IB2stIKed7aJjQTYNJQbvfu0Lkaq5KsR0HDEIZQrIbmM6k6JIsfRhwdgVe5osIstj9h3bamKY9QH2uedYdp9ktdpXp2LNL6fM0hHXWRjXeAgK0hpLUI/f0Z0yrtEJp91iAUcMe/jut0yTRf+n4GWRaN+/Tmp1EsR37Cct+ol7pDsnaJesiWPToM2EDhOpxJm5CMEaQMrOGAIpaot/FdM2/ieF2ifP1rGqnVLgarRT3UbTCJ12dqoPA3kYCWqamr4MPHf7S5BSyP1IG1uCBq7znjtnz1iTUy0cSk/TbpHbuzn4UATkTjJAE8TKBoMda92P6NXRtDUK0gTSs2fo6xfoMFH2vQVF1jJlzacZFa1CcTA7tjMS4tqR+XwfBgOMk84tCJYFjqXfUC2N1uvIGRktVXdhm4NyfYQ2MeaB61ffYFve6Z3ePaenlrB8QyHeRNR26gZeFw2P32P1vqtC+7kctIChGWRUMffja8J8n/oPQWZA6DuGxTU2l6FYFlovTb9ZOUDVAutUhJKF6Xpg2k9IE4httH5hCWJnmpVpyAQR+n4g+9/L/QPTvWvkvEV/9gGv/+j/y7Y7YdJCJx1ysrF2K14G0iCEJqFNNsYluu1a3WU3ZgM1MzDRBXRQr4u6J1vO9yxCr8f8BhlTbxKW110zLY9rbNaP1dVzHv9/bY4r/n41sDSsnl83OW+HUa+bz+b5X6TjCaD5HI/+erDE3lrHb6NlhPguVD3/QaZV1kSlyqMt5nN/ploeuLHD8V1tEIvuvuptkSrMFLGqwq6xXdUmedmpRxL+XN9NT07HB5tvQ4J4vgHMeRW65fKo8fiznmEo6NVobIy7mCqTMu/k66jPWzV95DCaoFcBBMYJSf79g3jUvgEy3SS4HqwkU5z+DmK6jSbAIFbCC2aX12IARya1416Fo4qDMRZBbta5bw7ZOn2Hu6dLA76i1pPL+1qtQ8LC+cbCxrLN1AL2PfsJvQzI7Q7ZylKu8FNoVLtlxpBMSKuN7WjDpJRhpGihDR37fMWXnX4pSuC6v6IJiTa0hBG2u6dIyVKlpUm04YSw2xLu7iAEt8ND3LbWV6syJoA2AX14RK9H5K51tZYkhJMWOvu5XB0hes8uF4hL8TYbgJYwC9SlLjbYAixTceYwu3sLwu2tBUSuyA0US0xWAzZBo4lKXSxbMZQEoRxHdH9EdlukSdy7eJWndX4AIt5XSMWAowN2qWWGKKbnqNowz2WqmwqFpRliBR3z4umfeQY0j4Gd+p1mUbCuRMa6AEIPvLTcnBVjURRCMWZSsc/lT9ei5DEDCR1HxsuBMkxIMSAaW/w6gjxZKaoE4Xj/YFEEr18zvvLIPt+jAxf/5CNcHB9xO91i6gIhNWbnd+2L5IJ0BhBDlJWo10HKUNBjNiC+LqGBgzYv+63pJT8Oc/lynlhWz62+Blkd8Bv6JpaNyJuOFSB+HCit+6fBcg7r7/06mqZMSpEn4+05ngCaz/H4ib/3Ues6LW4lJZjgb57wVtoZnzhrNkrVI8xR8Dhw0ZWQWNXDxiZjZo6j17sHK2F5TyZrFmmZIaXvfeIxgaWsYumtb00yhihZdouBAYvlZyrQLhOrViHioyOlMgyCR9V7KarS+nXxrrt2391p1oWd8flKwSZOcTBT6WDHD/OOf8pmTT3beuaJlyUmsYaGOi1CRvEmfFkNVArmtClY084aWOcC7XL/GnadpwoLxLqTNqpf/fxJDZHbJZdR+EI6Oot1ZedFoqC32kVH5HV8DW4VF4FkHYiN1WEJS2wC4VhoQkOQwOH6mqITYymMZbCO2HlED4F0vjPgEUygLCdmk5Zot7e0yT77WMyxEqBcFfTVS2OuVA1g3t2i9w92XfQWkR9EKMGEqeBsR8lWKRh7+9y1WWnylhXBALFeHtFSKA+uDXS1VlKcgXodRf17Q3ExufTZNgYVePSZ8uDalspS6LYnvPLqz3uH5zILf+2eCcuOvC6OwpyoPZcjYgUaYdHUVOeL67NmcFN3831eSsRV5Pz4AlsZnjokGHUlAs7SLguuv99sUcpLGa8yYB4imKfJsmT2AyAo2fTWjYGZMil58jYc3verPOrpf/pl9sdr2hzRH32Ji3svsQkbxo2wC9YcVNxBhVpTSGNwnWFqjEE03Z9vmFAr4YptdmoVc/5KkZv6mGoX/zQQUScQXXSBwZ+kspy/Gfzx6YBlBpT+3PDY+UMW8XQp9uHWWpwV8JrGtwGgeSIKfsvxBNB8jsfP/cQrtohW3YGquw/q5FlXaJjv0CkjtGYbrpNudTVUYFEv4qIz0NDeSj46rMpXKRjjUHQWdM50dmHebUnJRtXXunRKVj6p7QGymmZgZ+yGOkgQ9QX7kTEmiKApGmNbywat19xnN9ZqEkMt+K+6DIIxIRKiUdtuM6+7qrrIqGfn6JDts922HBIDQgJaRaqyTJb9uDigxgU81ZKPNBZIpjVx99GBeGvrpa+4gJ3sIMZ1RtI1po3xUlylsrXPBh6GTHnQu35lgtNmEYlXwXhRE73Wa0GYJ1jtJ5rNlsPhASfNiS+cimQh4+WEciSMgSY15pATkLOtfW61PXJw/YmqA4w+wzRRoqAPjpR+Ip52BoqbQNiP6IMDijJNo6XZXiupfrRN6+ySWvr0db+4oXYttHaNSy5oEEo/WTLtxRF2LWU/mPW4i6vQuwXR6jDZGpStqamBJHP76YMD5fKItKZd2pyfU17OFg45ptkCfMMZWAF1taZXsF11VeumkPUc+PXGfM/6v6tfU8cMm7KcN/W/1zDB+lprVtXj/inYpqP+fn5tFq1HErtWXdw+64zAgzHzzAgygU62OclDBjGwUaZC3k9IFMafepXrj7zEMU2M18r+/st0oWWbdpQgFitw0i2lsQziNVIVrJwaTVytxTdSh0woGwuwdIZyjpJwBrTe1/jnno/FGgSKrIBPBZqPnYs1eFFWG7O8Yn5Wx7uNC1BZ0z8V9Kxt3W8CavbXI5ttyxf0KNwEdJ/J879IxxNA8zkex4sendRi/8XSV3Ebc21zoLNz4rEdgjsCTGAqyCZZiWC9U6yJo0UR8TyTqdjkU6214ou7iE2gDlw0u5W6XtDBgAABy23pmnmi1VxMFzJPBJWFUMq1M0OjTyrJFjCzagdjfVwgawtNgRKXSHQ1xmVefJLME1HZDzZBtgEddLHwBt8F9pMtnr7QiWI7ypCZrbJJ4Mgisq6T6FDm8gVeYlhKTaNl2ew6Fw6HuTGi9KNN1jEQuujHCfJ1b/byTbLXniYI3czATR++T7zdEd51y4PknI73NhGya5djiB2T0o+QMyFG2s0Ogh23JA0alWPuCRLnS6ZoJmixMlzXmNbBOy2rYCLPIVsCc9UulYJeHo2dmQpDf028c4J+8iHHB4/IfY/qRMhKP+wJRcxJNhWztQuUq57y4NJsvlOx33kisDpDp8NkLi4cGPaTiUzrdS6ra9938flqQOgJ4wa6SOkSUpTy0LQ+dR/QbXbcbe+SL3sTkq+FpnXnvxaV1tKIC4NrDtCNnJI6VtfpzOJFbLEdi7E0m7TcG9FfP8lj+UuswCq2CA95EbfO7qf6eDEHVXI2Mlsjz7qQz26w+to5g0ay92eSYA4jdRY2v3rFxU99nMOjC7i355OPXuY87jhJO9rNDo0N0npp2hOjVa1jej2O0qSlfO4gQPtMSSNxLGbPbwKEyr74Fxa/D6fVsS0sQLGOWZvFAj7X4t/K3tTzutbT1J/DfDN4P7AVol0zaPWaqOfkcaajKIf9AJzwZLw9xxNA8zkeZ3e3zg74xFVLCL6LmXci0QFNLiBhucdKMWFl7QwcV46psZjoFf+5CnY7tznrarIQy4ORWgqasN07mLCvicZggC0uXTIwUncwuoCJhYVQc+bsPfCuloH6iTxlpLVEXBHQEBAP7LO4fGYaWI++lfX3EbUFUw+mHZEIegw2+Z91Vq7wnaJ6cjFgOhFfLFEWsWnTAMNyrJejyxzRvhZ9CuijA3K6cXDnwt4613pzxlBt3kkol0fKpZVnOCbTwyDobS/1NAm9vGC6d0naNITbnbmh6gTaLOdiLkEME+XSdCt63dN0LuRtCg2K9srGGZciht5yyaSCHaOtA6RebWErIClSLg5mr0etHHPVG8hNgenRNeU0Ilc91y+9wn5/QcLYwTjZOZqGHrkIpq0oVh7Tfc947AnDaI7jGt7YW7PUHITYRvTR3rNiwqwhC0Vt5pF6P6ivgQZoy2Qp07Ixm3vpJ8qjg4FktetYmsjt5hblukeHrS3C1SG0BjN1xJpI7G8Z3FEkTuuU1XVf1IDJrDJmyaDxHkdz2UmX16cE5htU8c2Hl0QFt2gv9+fs7KplFg3z8eM42bwRwwxSZnahDhXoJ0qfl/JxtP/HIhz/yae4/9pLSF+QqwNB4Sydk0IiSDC9UhuMXXRm1LRExdpfVIek6iLiXX0GPU5w0s59mubv4/cmjcA0rj4vC8tSz5Gsfl6DlXV7hTVQBdfprN8rArX5bn0tXcpMK3wzf/46D8yfy+aQq0dvg35Ob3Z9/1Kf/0U6ngCaz/G4++wJDNnWyehR5hhQwUPiRLxvTW3c5m6YejOKrnqNuM6CacVPC8wBZL5ISmUhaj1esQm0Ur81xKpaS1VsV1+MMp+D06K9Rw34AhYhcIZy7bH7PmFrLtCPVgZD5mRXCxHTpdzVRGONknX/tpJawMIzMG3Mo73pYKKgDw426SbXFAnmLNp1sGlcO2HsiF5P84SvWhbraOuTclHTpyhzQ0QrAfikOJobx9gZa65Ys3i0lvIqWBTQSSkPD+T9wRaci55pGEhnO4KXwiSYUFePI+X1KwujEwNuxSdxESzVWBUdvHQ4TM5cKXTN3OhRFZqiyCRMxVidjFLw53kbCZ0yZZzQBFEj5Mz42kNCiEht+DlmOG0ZLq+shHcRuX//U4yHAyk0DHpkLCNJbOGLJRCPidhEK1/FyHS9p5+Olop84QGKlwpTpkShbwqb2FEeXNK++1k7D9FLBTR23aLGbAlLSeYwWF6KXiNjQ2hayoMrdMx2fmKYj+O2PTEB9n5CO9OBGcBlxdL4bVN1MwFk/nu9x1aPr/ePFNskUJbHVQA8ONPSmDh+BizVXl4zhuq1X+/B0R9bFK2f43E9zVTMyg9QLLCw9nqaS1MrESuDfZ7i7Tg0BfSkYfin97n3/3yE435Pvn+JqLCLOzbN1kq2xYmN40TRyUXyWFaTqqVve+lZ/SDVv+Ebo3XshJSCjsz2etPVrI7x/AVYmJV6Hh63t89At7IwLMefT3+5GQTNjIw/X9XF4avnVH3e/L6yulaUoR/5gh9PNDRvOcI//yGfv/Fd3/VdfOADH+D8/Jzz83O+7uu+jr/1t/7W/PtXXnmFf//f//d5/vnnOTk54df+2l/L//6//++/4Gt+x3d8h014qz9f9VVf9fn+KvN48SufphxGE0Qehps3zWgTofbjIloM4h2IV84LmGn7muEx0+NuM1YtPic4eKh4x+9yxV5rvnSdsrZ73T6PxOX9JHgJJgB4OFadJOrutc/Q58Vq67BLB1tgdfKeVHUXWrjZTNHzK2TXmHjVdUKq5i7KF9fk6yPl0ZH9gwfkiz16fTT2wwGW7DpjT+puK3kpa/DPlXU592txX3CA1vnO0ZshasAAlk9yAi6EDEv2iVb2xyfLfiIfevIwMr30gP7ykqvDBf2jR+SHexjK7OqRXWuLxqMePealzFZFkmkpJWjvn6OfnJUKbjMO1odp19F0G9quI8WWKFZ2G7P3vOpHymFgvLqmXB25eu11+k++weWD++TrI3rsKRd7dMqMV3uGcYAo5DcuCX1hl3ZsQkcjDa20PBovULXGo0WUUrVaw8g4jmTNjHngMB4oD6/n670cBsrFNZcPH7Cf9rBtkDYRGmdq2oDskjFWyY9xFLOK9wNlnMhXe8r1wHTvEdOjazgOlMOwMCiuNxN3ld1w0FWQsF4kHwcwgYUprZqP+dywAJKan1TLmV66pPdrujoSa0PW9X1c07nr3ysTM7nTpz626ojq44ZsDWf3ozFFQ1m+3/rx1R01FdiPTJ98SHmwh3/2gP4ffIzLV1+FYWIqEweO3OpukVJDjHF2j1lY3kTZH80l2XvvN3/d4r3VKEsT3bCzSAgtupTA6nGt56cyYuuAzlqKWt+TcyNQP771vNT/39C5rM4nj73O+t9W99cCdOrvdDm/6z/+79dXA1/wo3wO/vwSxg/+4A/yTd/0Tbz44ouICN/3fd934/eqyh//43+cF154ge12yzd8wzfwkY985MZj7t+/zzd/8zdzfn7O7du3+ZZv+Raurq5uPOYnfuIn+A2/4Tew2Wx45zvfyZ/+03/6l/ZB+RUGNO94xzv4L//L/5If+7Ef40d/9Ef5N/6Nf4Pf+Tt/Jz/1Uz8FwO///b+fD3/4w/z1v/7X+cmf/El+9+/+3fye3/N7/rltGN7//vfz8ssvz3/+wT/4B78cXweAp7/sLuXhwRxIw2TC1nrjgrEaYzZ6fvJF2J0DtXUBTVjKPVJDwsKKxSnGuIo45W7lDrOghpuTxizMKy6MdSFr8Pp8dtZk7UCAeYLXOpG7zqRObjrnOui8MMhqYrixq8oeiDfaY2WbCOcbE9c2lv6r+4F8HMmXB/pX79MfrynTRL5/Tdn3iwaksi5gwAEDG9rnuSeSZu9fJavPobi1VVAnmCQ53b4fvCSw3OmquOXYqGzNBtjUe0xNeaT0A2Me2ecDh3zgwf4Bw6v3ydc9OhYDbyfW2ZrDZMBuKg4A/X2C58EcRvtdCOaECcG6pB+9oaAzPrLrSNsNzcmWNm1QVUIynYMeR8qhp596+lcf8PCNV7j3xkscDpeMF1eU66OxGMOI5kzadByur9jnPZvNKZt2R9N0nLSnNKHh2e4Ztu3O+lI1dcdr13LbdQQNjEwMZSCrl1iTMTnlOPHo6g3r3CwyZ/KEFKyfTheX9F8nD/UwGNjqj0z9wHSx5+reG5RhtOtwmEy7pQaSc7YeW9YzzbOIsuccoTfcckuQniwLYAUyMSzsynzdcnPhqzdC1dQcp6VsUcFQFfNXYJTVNCG1XCTM959O3qE+BdOGhbCwC2vtV82rqvdUZHGWNT5XdBG9OJIfXFF+/pL+xz/F9adeJQ0BuRqREOik5fTsluvzPD3aXYPW2mCyku+hX+7vulEYJ+gHAy+tp3m3JrbXsbDOFZrBRHzsGK+ZmvX8sD4fKy3hDRBTAWhlJtb3NSwMXL1x1z/XB8yC48fA0VpfA5ycdjwZN8f19TVf/dVfzV/8i3/xTX//p//0n+Yv/IW/wHd/93fzIz/yI5ycnPBbf+tv5Xg8zo/55m/+Zn7qp36Kv/N3/g5/42/8DX7wB3+Qb/3Wb51/f3Fxwb/5b/6bvPvd7+bHfuzH+K/+q/+K7/iO7+B/+B/+h1/SZ/0VLTl90zd9042f/4v/4r/gu77ru/jhH/5h3v/+9/MP/+E/5Lu+67v4V//VfxWAP/pH/yh/7s/9OX7sx36Mf+Vf+Vfe8nVTSjz//POf18/+VuPs2VO7+VNcKOYQCE2itAVGX9iLMxcSKEUJnblFpJZ6iolwJYImZ0y6OPdiQTN6sAl+plcVm2hqeWQqELBFsrIkXiYSEZssXahsu6qwonGxXVkutoseyszEzLsfDJ1LE5f8j8cnqOpSGMyRJTU2/7Ql3j1lmjKy7ymlQMmUceR6uiISKSUj1wej3Q+D2Ut3rQueMaAx736LLXZdQh8dzTGTamfy5fuU69HKDl1CY0Cvza2D96CSHH1RtJ0qx9EWoP2ATpbToceRiQmOA9dlz1QmJiaGPCAPX+W5V3bE8527oaqo0gClXvR2HLdeA4vBBMlDNkrfKXfd+2cS7HXaZqbJpWtIJCQG0iEi285OSd8zjSMpKz9//RK7uGV/vOKkOeHe9ICnjnfZPn2bsEmEBMPVnrBp2Z2eEyXCONmOvJ+4tblFqWm9ydxgUgKy7aBNpBjYjhPDcWDSiUkzDXiOUsvm5JRwcUkgoCUTUuOlTdNq2Zo/b7nhMFEuD6iqtXKQwLE/IMh8fQmYELYo5dGeo/Z0h4Fwa2vgpV6fYGAdnRfbWo2dF9cZwPgvgm8I8riUI9ZMT5GlVCFioHPIsPHSaWABMmuhcfYX8H+f8f5+hE3yRqpe+q19nmqZeb2oe28y8ZwXnay/k2a1fJ77B6ac6X/wZxkeXTGWnk4bJO2YpsztzW3ibovue7Tk+VyAQK76GQf32+7mgl+TwGOwIEsF8b2wjnlOib6xianzQO1X56U8TbUHFAs7lmUBQnMZavV6MGuw5lHP57oMVX+Oq+fOTI0yZ9jUUuCNN7Dxnq94+tP+7Qtu/DKXnL7xG7+Rb/zGb3yLl1L+m//mv+GP/tE/yu/8nb8TgP/5f/6fee655/i+7/s+fu/v/b389E//NH/7b/9t/vE//sf8ul/36wD4b//b/5bf/tt/O3/mz/wZXnzxRf7KX/krDMPA//Q//U+0bcv73/9+PvjBD/Jn/+yfvQF8/nnjV5ShWY+cM9/zPd/D9fU1X/d1XwfAv/av/Wv8r//r/8r9+/cppfA93/M9HI9Hvv7rv/4XfK2PfOQjvPjii3zZl30Z3/zN38wnPvGJX4ZvYENm8aH47scvntn507hVsXhJxoLH9KL3RdPttYPvAJWFnq67MnunOXm4OqekMheVUSnmruI4zGWpWv7RbJZXc6Oudj65zJOA1maS2RmQqaxoS13ev4poPYtksdA6c7Oixsv1YDb1JMiuIZxu7ZiEgGQl54kkiTZ2FDFWpFwdOb7yBuP9K8ZHV2TNdk+KGLOhZd6169WR/HBvIOTgLSGyOXvKw71lmVwOVmbqJ/t5rMe6ODCaPLTwaMfoOKHXPfnigF739ngCV8drrvIVQxkompl04mK64NWXf47Dx16h3LuiHKelpFigXA7opTFOopjFuZ8M6NZj7x2hSz+RjyPT9ZFydbDPMrm+om2I2w3pzjnhZAvDRHbmJV8e2ecDkchpPCEX6wDenFjoXrh7QrpzwuYdT3H7y99F9yVPkZ45J9w6Je42hNMt8WxHOj+hOT2hOd3RbjvC2YZwviWebwh3TmjunHGaTv2SqxlFBTYNzemO03RClEg+mEBbaokHnFFzFi0Xyn0/D0AksB/3PBovaGJL3DaETesgxBiQ4cElIBz3V1Y+2Y92zg7ZrNVTcRGusR02hy89qWqg3mwzbqwUZgwgn74gqi727+QLbj8tmVIhzJ9tfk1YSk2wur8g3z+iF72xcoJtgBrXi500boN35mhrkQphk4hdIm4amvOOdNYibSBsE8PhQDhkru69geZCLIE2NHTtlme7p3nm/Hl3V7rGDbtvTWO2VIsYs+fOlIURFpun2DQLq+ps56d9vxuTIfMGZmHFKhPjfyq4rGBwBp6s/m31yzpPrVme+hdd/ft6U6U+Z4kzR7VcOLMz9v/3vPcpzm5t+IIfdb7+bP5grMj6T9//0gXRH/vYx3jllVf4hm/4hvnfbt26xdd+7dfyj/7RPwLgH/2jf8Tt27dnMAPwDd/wDYQQ+JEf+ZH5Mf/6v/6v07aLZf63/tbfyoc//GEePHjwi/48v+Ki4J/8yZ/k677u6zgej5yenvK93/u9/Opf/asB+Gt/7a/x7/w7/w5PPfUUKSV2ux3f+73fy3vf+963fL2v/dqv5S/9pb/E+973Pl5++WW+8zu/k9/wG34DH/rQhzg7O3vT5/R9f+NkXlxcfMbf52M//ElWkl7AWQy1SV+SC1vz0TNLTAhaDj08isi2IdQOwzv1jsg6h05JE6xx5dEXwMeaBzLm1W5GsFXUd63OZKA1An9Cglm1pe6gXAAsWS2ltwTX/VQrcJ01mEs0swW2SfZ5fdGSXMw23Fh4nzpNr1fDbDEPJ61lu/iftrSkZM4mC94LlMPAftzTPsgUDpzmuzSnZ8YmHCKaC1M/ICjllUeU3gS+JWfrXdNE9DhYjkkQtJuQw4gkoTzcuyAym2i2YCDoOKDTZKWmw2Bi1WhdkCUJTQkcyp593tNKS1LTJVzmK9IxsSkN6Y1I00QIWzjb1IvBSkxFzZkzryQ2LIsoUoK5XHKZkCzukhvM6RW8xcLphoCQDwayJJqIeZ/3PN0+hYRAkoYubumkJe42lu+WAmwSMQVkm+xauByhiWbKGfJK1Int5k+2xpBtbDELOyuZbIYMx0hRnZOXrS9Vx8npLfr93vRkt0/tGgBPzvbraMjo5QDDhHTWGDHmCUbYNTvS2Q45se9JCBYcCewPl2yl43J/wWl5Ea7HuRxmXezzck9UVrLUFg4sZYk5NyVY0F72xbyUm+WIGdg46Old1zJ4cnAtNc36D5bnuqaEagbIij7YU3RroXhtXMpVjZhguoKJKISThsbdRJRCUaXZWef26WpAjxP5TkP40Gv0eWC3PQFpKRRCCaSuIzSJ8WpPTI1tulx/JrmgyfMJxmkufelkmUq1jxdNIpx1ywZFdGbLjG1ZphtcjycAEpBQjI1TnAX241h/jqzCRv2cRZZrZGZ6dWGtAvC4frce66o1qsCn9mBQDCRmtZJhWjnjKDz7zltvPbF/EY53vvOdN37+9m//dr7jO77jl/Qar7zyCgDPPffcjX9/7rnn5t+98sorPPvsszd+n1Li7t27Nx7zpV/6pZ/2GvV3d+7c+UV9nl9xQPO+972PD37wgzx69Ij/7X/73/gDf+AP8Pf//t/nV//qX80f+2N/jIcPH/J3/+7f5emnn+b7vu/7+D2/5/fwQz/0Q/yaX/Nr3vT11tTYBz7wAb72a7+Wd7/73fy1v/bX+JZv+ZY3fc6f+lN/iu/8zu/8nHyfD/3ND9vEU8OmKtuhmAsBrDfO3VO7j657u+EOA2xbu7mqrRlsofVauQRB24T0ZWYoxMWtVKEsLALXyqT47rSyRToW9NCbODlZGUtbnUs3FGd8Mh5gxY3u4XNn5dqrBmziSi5krRQ79ldpI9RmmKMzJ9eDCXcb09PUwLGwaZEmUMaJwmTz1nEkSuB6uiK8sTfNyBv32YYN6dYphUJpIzKM7K8viETCUe2Y7aGMk03ggrEI+97aLESxWP6uBYo5O2pm0HH03le26Fb2RI8jJCGOhSSRRCKTKVqIIdLSULCS3jD1hDcubWE437rGxJgsvb9H2wRbT3Z2UKnVGq7mYAJl1InoE37IFvGfAsQuMeYJHQbCriEMmTxcsTk5pSFy1IE02IlIm9bs4MOEZCvbydZ32rE1cInP+7UUWa/faCVT2bUm7HaQkJ49Rbcd4f4l0zjZNTUxW7ubW2eUkpmu9jQXR/R8a9drLwYuAnZspwwnnYHbIZMUtlFJd05pTk/sU2W1HmWblnJxYGQkTYFTLBgQwfpLpejXm3jJ1kP8poy1FXgc1MAsDkas63XyDUFdMKsgvC6WrvvRsZiOK2VfHMOK/cl8WidpVUuG3o+UR0dCE73RY4Kz1vOYkh3jJiAxEjaJdNqQusbTgovhthQ4PuwpQ6a8ckVJyoNXX+YsnRDbDsF0MCFFaBumYaDvD3SjaafmMCp3A0oFJDX3afTvVF2LXfLYB8EyZwLasIC3qkXSsri3qgg4CIIHfjqOkVyYW5jU59dRQYvM//FjugKZjwuM63HOxc5xDFhrdxaWJ6sd32HVhrIy6G3kUN1lX+jjMxD2ftrzgU9+8pOcn5/P/9x1b3/90K84oGnbdmZcvuZrvoZ//I//MX/+z/95/vAf/sP8d//df8eHPvQh3v/+9wPw1V/91fzQD/0Qf/Ev/kW++7u/+xf1+rdv3+Yrv/Ir+af/9J++5WP+yB/5I/yhP/SH5p8vLi4+Db3+Ysf9Tz7yG9LzZ4ZpzjRRsKZuKZo9Mlg/oRIE5egNBfFO3GXOmyIHJPjC1xho0MZ3q/1kNu9ZsxLmm17XtVLfZZozIVuA3ThZUNo4Ae2SI1HrzG7V1qmCstogk8XpVN06DTep/PqedbFIgaBKHpPtjmrOxnkkNA3cPfGu0/41jgMi3kIAaGg40lNK5lOf/Fmeau8Q2hPCqGbjpnBx7zXGPNJIohkbmrDhOFyhB9g2W9MXTRkdFGW0n/EmliR3G+VFtOmOnlkXIcA0QWgQCZwmA6WHvKf3HAyRYIAqOMD0MlsQlvTnwZis8vBASDsHpTbThyAUFzGKBFCbfKcyEVNDjgLTiBwDw/2BvvScPfcs4WyL3rtm1z1FuLUFlPRgz/G1NwgaFhHo4MzcNlmuUd2lnjTegsiuIWPNdAGtaQWqBdPCqKIhQpcIjw7kNhkYD6b3CLGjLbfoLy4sC0chsPWSh+3yJQNdIp60FFHkOBFOW5rNc0hrYFsmncE7ISDjSIwt/XCkkzPK1dGATCVUiq6iEPw7TOJ26uLsgGItCfwaXe/8qwi/lLnsi+oSX1AXfnf9GRgaQZrleg+VEljff/baetkbYDhOpoPbT8Z8bVg+jwPfuGtI29ZY22INZSUKw0XPdHFA7x8ZXr0kBOHh9T1ubd5BrDlNnoBNPzIe92Sd6EshHIXgfZsQmd10IMim8eskQ5oI7cYATxeMea5zSj0fyUEc4qW4FVis940zJxKCbWrqyLocrzWjNT93ddz8PefHzDq6xw5wXoGeG5Zsn6+iWFmvMksVTIlwffU2yKABZtbqs3k+zO7iz2ZUreqrr77KCy+8MP/7q6++yr/8L//L82Nee+21G8+bpon79+/Pz3/++ed59dVXbzym/vxL0cN+wWho6iil0Pc9+/0ewMLMViPGaALSX+S4urriox/96I2D/fjoum4+uZ/tSW5PO5uMENPBTGW2E9cbW7FfiwicdoRtS3zq3CjdstzBljJsWgD1nYTEAJ317AnbhpoqDCxCxxvZD9y8+EsxADNmd/JMy25MMa3JNLnTwd09uX4Hp+JrWjFY/X19bwmLrZTH5psmWqrrrpmbHerRRLph1xLOt8j5ltBFwrZFTrfG4mCR/0kSE5m76ZaBq2wCUr0+Uu5d0ZZEEEHF2I3rwxX78ZoQE7RpJahWAzZ1wp+/S5l7Rs2loLqDq4vwarI82Zxx1pxxEk9oaejLSCTQxdbmTu+lhGtDJAqhCYSzFjnr7P2uB385X0z8uNBEK7MIVg5sAunpU9JTp4TTluvDJVkym3c9C++9Te4gPLWj/f+8m/ZfeoH4zrt0T5+z+5Ln2GxPFsq+LlZTWUSZtexxkpBTOz/SJgt2rFb2eXFQQl3YQkDagHQBOWmJJ1vCWUe8szOr9q4jnG/oTk/tWNdeQLmKuf162TX2/LOO8PQJ6R13SC+cE+7sCGcb5KQl7Cy0kcaEyadntzmWIwVPIB7rnzJ/z1rlmOMD6p/anb2KUFfX61yCWtuJ1xdyFddXZrI3cM7VYDZrz3Wa3VuP3YMizKBPa/uSfvQ2JqYrsjRnXa6XaELakgsxCLmfGN7YUy56ppcecTxcw0++wTEfrbQTPfm3SfMGR30R1KIMUz9f97U/myYvYbaNfw5Lddac5zLoTJjUYxHELPjJvuscLdHY/KdVI1N1MsHmiiV/R5djuQaVdSNUf6jAaH0sqxan3qczCyYLAL2x6FcmmYVNml129tmG/m3C0HwBjS/90i/l+eef5+/9vb83/9vFxQU/8iM/Mmthv+7rvo6HDx/yYz/2Y/NjfuAHfoBSCl/7tV87P+YHf/AHGceljvh3/s7f4X3ve98vutwEv8IMzR/5I3+Eb/zGb+Rd73oXl5eX/NW/+lf5v//v/5vv//7v56u+6qt473vfy3/0H/1H/Jk/82d46qmn+L7v+77Z9lXHb/7Nv5nf9bt+F9/2bd8GwH/6n/6nfNM3fRPvfve7eemll/j2b/92Yoz8vt/3+35ZvtOdd9/i5/5/3piy9jBSvcmWgCePCjFF9PaJnQmf4GeAUncpAXutqFa/37ZW0ppaz+EYreTT1Kx+nQP96vvXIXjuSS1XjdMqK6IKOwWC9ZCS4J9VnfFRlqaSs8CPuUxtzAI2gXmaqo7ZFsA6+W0S4bxDr8UXIAykTd5uYLIJMagylUKvA8fSE9XcNqNMNDRWevIFP3UtQRNxapjKxFBGutTSbneE1uL6Y2pme7pO3ieqbg0FBzIyB8CJgjYJKDDqvMhozuZcaxMncuqHIpBystITCUohpgpOEjXPxfJ9QG5tFhYIe4uwTbZgtpHQNZRxojk2EDLdu54ifsktuB4Y7l9w/uXP0dw+hV1DOQ2kdz1DfO7MtCT3DsRo5SuNAS3eqVoLpRSCC86liXDqIrxckGBNCgu96TzGjKqVLjVbewPLRzKmoFpyrWO7oG0kBAdmu4T22SoSxa+dNhkLWY+1C92lZv5EITRmCyZ6g8qAOYEmZbbu5kJ754xbb5wz6USTrUwqY0FDtnNUFh2bqlqIXPYNwhisNUnVZDxu8Z3ByKo0sb59sy4bh8FE5HNYH7iY10sejyXe1kal8706OctznOx+qbdtEyhTooyFSazHFcWAx3D/QOkn9PU9+3/2KtIFLj5prrZMphHPYBJzVWoMpJjIJVNQs9IDZcyI0YL2XZtoKc2eTRNisP5kZ7IwlDc2L3asZg1dBR5t8OtiDVhYGJk66sa0bsTqpq/ej3PpSlc/szArN8YK3KzPV2Vz1ozOzCCvmBzgcP02yKCBNwFrn8Hzfwnj6urqRoXjYx/7GB/84Ae5e/cu73rXu/iDf/AP8if/5J/kK77iK/jSL/1S/tgf+2O8+OKL/Fv/1r8FwK/6Vb+K3/bbfhv/4X/4H/Ld3/3djOPIt33bt/F7f+/v5cUXXwTg3/13/12+8zu/k2/5lm/hP/vP/jM+9KEP8ef//J/nz/25P/dL+qy/ooDmtdde4/f//t/Pyy+/zK1bt/jABz7A93//9/NbfstvAeBv/s2/yX/+n//nfNM3fRNXV1e8973v5S//5b/Mb//tv31+jY9+9KO88cYb88+f+tSn+H2/7/dx7949nnnmGX79r//1/PAP/zDPPPPML8t3+pL3P8cH//rPOL1ZVmI2lh1J/bdi/Vpk25qWoobSFZDWc2LELZPK3LgyNIGybWBSQrFOw6plqX9Pln1TWy7YROCx5mKvM1PLqoSz7XKTFDDX0Ep0jP97bRBZ+7O82QTn/yDJI9sFb67pDyn+PU4ae4nr3gV+FjpY5h0e6FWmTJm+DBQKx3Jk1ImmJDbNBm2EGBJ0rYGHfqA5CkEjW9kSgrUgMPGtGDgramDTRcngVLhPcuIaCWmsX5Lkgk5Y6aIezzzNws2glljbSDJHj2Z/WbVFeGdC7zmkrUuEGChZkdPOyg85z20eEJDOGjDKMCES6LpE855n0LsdTduyjS/CSWci635CzjbIU1tjMB71dl7aiJ40hNtbK2sMef6u8862i3bduYVfxNpoyKimccLAgE6m5VF38GlwYWgA1JYtrYxjEOv2fe6gO/WLuHjrglTx492EWWQ8fzZ3Gkm9X0rVbbituCjSRuKtHZuzc/qrKyjFQGrxztuTl9J8d1+/h2QH6dHOqaTw6ZO7g7TZJSNvcp3PwX4CvcKEle0OVZjcrBZLFsagLshttCyeWh7JGChqPZ0XTN8VI6MquSghBkITOY5H8v0DpMD48w8ZpgPNRw88fONVTtMJISS0ZES8sWcwB2HMmTCNSBC2oXNnpLv6pNiOZJxcN4Y5z4aJ6OziXGrLZT6u6IqVcVAgK4G0IksMxWjzyjzqMamC6SALG1qP2+OMTU0DXDM4RRcQWAFQBU/VF7F+jVIgxOV8wHyuhsPbICUYPmcaml/s+NEf/VF+02/6TfPPVZ7xB/7AH+Av/aW/xB/+w3+Y6+trvvVbv5WHDx/y63/9r+dv/+2/zWazOMb+yl/5K3zbt30bv/k3/2ZCCPzb//a/zV/4C39h/v2tW7f4P//P/5P/+D/+j/mar/kann76af74H//jvyTLNvwKA5r/8X/8H3/B33/FV3zFPzcZ+OMf//iNn7/ne77ns/1Yn9V4+j1Gj8mutR1jLWMIthCm4CVnmUtQc6pmG2dxbF00tPIIdcFVPJMioNsIubFHeI6E6WycTcDLVh4Oh7c1kM6s43oYrduuZ0UUty5bUqh9B5IzMMIi4IRlZxt8MYMFFPmCOmdQVAo9L9Q3IVjH6rSBvlCuevTQ+2czO7YevbeTwpQnDuWAAufpjCiBoIG42yKnnbEk7mYJ2R0njXcK9glYa9JeSiCZOUZ+zuNw4JXC7O7QfoLJ9D6qyyQpVfQYjFVo6NipmoWbxTUmbXKxsS0eAgsptEkGKi/dSu/tIqQxhkZPFD0OhOdvmd366RM4a2mfPWEYMvLzl84q+TG/HpdmpCkQNhG5vWW66JHjsIjDg8CusSycNnrpyI6TKAaIH0Z0bw1HdZwIOaAxQvSgyLaWZCxx2nqDZTuWt6ykZhobjH1rPHJA1YC4M3UkY3i0lhHqwglz+cKuGwPrQjEX00lDeubcQvdyRos1sTSnXjYgVFbnyS9PKRYmJ5PMvcjmsoMfnhnIVB0N3FxsPZtJumh9ybIFIkpWAzU1MdiJjxvfR9VKelPxyAF/W3feyHyB9JALOQilqF0r29YAsIAOmauffw2ZMm+89ilO0wmb0Bng7DNsZDnXgDSJdmrpy2gW+DYZu1tByjjZxmi0EpOqGliTHYq6fmkFPGpZr7K0Qey7BlkydOpjtmnZLNWdkMDcoqIyODcARr1JVqxMffo8z6zm0HptFz9vY57v+1njgzrpVpYyYwVIRZn6zwYlfPGOr//6r//0CsNqiAh/4k/8Cf7En/gTb/mYu3fv8lf/6l/9Bd/nAx/4AD/0Qz/0GX9O+AIQBX+xjbvvvLV06w0gEuaeThqtFj3v+qILe31HNMfzV1pUfUL2iPu5q7bH4ocumtYtyCqeHOQk2eSUs9H2gA42yUgOEDMcIewinHSz4Jdc/LF5BknzZOxiYu1HW+yr8LBqCR5fEJJPdDVReMjGIonOCMiswcEi+R/tKcNIGLMJlY+WV6MitNJylB6RwFk6pREDICl7X59NCyhSdTFltJ5MXpKaMyi8UWcVjOowLRqtXGxhFG8p4fqk9eQqvlhK4ymplHmyFIUkEQ0NRfOy2Lv2QApLewZnHyRik31p0fFox10wnVQTkds78iOIT53YAnTaIs+fWgPQi94cM000INMNzDbkNsJxNPcMgXDHGDjtR8iFcPfEGJ2TxrODqtjDD9Y+GtgIYqWQfkK7BsnZbc3eOb4uZCcNjD00gfDsDrm9sc+IGluT3R02LtfTLESt7GGNDqgLYb1HBAPwftmAd6JvIvGpM5IDYZ0muy+ylcXEs4dEPl0LI1Xgm8tSyq3X75qVSe6KGvNN5qbukKO1cNDrcXmPUa0X00mzPHat8YgCpwZo5nyb+hFLLYUa5aO9p3K3Xop8cLTNwZ0t+VMP2eue05cL+8Mlz7RP0YbW5puic8aUgDu8CtI0cByWzu/uOjDm1o69Tq6ZiXHJpEGW5pdBnK0EHeZb4+Z3ZXXI5/kgLC1a6sgGbulwFmdV4pvPVwUuuvys6pk/jzE+RsHaMR64yarVUXQp4dfh19z4dujjBMsx+Gye/0U6ngCaz/HYnHW2AKh6LLm5mWqomNQeKHVhrc0giy7x7LMQDuYZYMx+zwoS7CY3l4535T7KTIXLNi07qb1Fn2tuTPsxFjjKQsULnliMva+LhLWJy+LgwtDqbNJSbIebwhzmJ+tJJ7hOp9SFXWwCqY0XEaPoY0CPE+WqJ++P5JxJx8kydpwRSSFQYqTVll3asgkbsk4ExHJipoxM2dikbWegT9UATetC53FawJUKBG8UWcFkZdGmbOUo9bJU4YZrYo54F7y1gv88WskjSKDRxCgQxcErzOJuHQtymAyAOnMvKSLnW/L1YOnAm9bAXjJHVNg0vuMFohA3iXztXa0R+05DNjDkncDNNWLPk1gITxt40XvXMBXiu87h6a2zaA6AqkjUbd4kA6Xl6miXxsZdMdntz9XCvLPE4igBOW3QjR/3TWPMDKCHycCma5CIS1kCMM1W7YJcAc3shGJmAm2RDGgoVrY7aUlPnzG95L2cYlkW5lwI1aWU6kvV+wvfRDjIbXR5z/p+Mdh3jcKcmeLX9lzSqBqg0WIUNBmgYsgLQxkVS8LVeWEPJy2lAprqnAr+GStYGouL9YOxiaNfmymg9/cc/9lrtNLy6msf4VY8p5GGEKNFQggwjr7Ag06ZqUwkAl3sFoAQxO8HDOyA6fFiIMRoQmFPHldVy2kCAzTFM7VETDclfojq9FVLvNPq2FadzQ2nk7OisdJZLOdn/vtjC/CKwPm0ISu2rT6wsjrVeVaZ2Tr8vi5vl4X+CaB5y/EE0HyOx6OXL61XTlE0GyiwRcqZhGIlFGmjLZBFnfqVeaKgOkvq7FAp1WDOHolqAVwhGK0+CdoGs8Buky0yWG8ljWK7Zd+1lUtPqI1OL08+g/qMtHTXxWrxRZaaMyx5HehC1cewRNP7rltG3ymJBa3NlOVoIVsyBdDs6a4D07FHc2bMShpapG1mLUQzNZw0J6SmQQqEKcyTbL7am4i2ibCJZomeypyhYQtvMKdR8S7HufgO1bQb6im9OhXKVAiSbcGpfXucvZmBDUrxnWwZLYm4kWQgKQiNJuu2neLMfElWyt5LQjvTktSSVLVB6yMrqUlnzIn2ZvnXcWnfkPsJvbc3kbKLS7Upy86zCrxbb/zIQAhbZDeZ1b+JhHec23WSFRUvjyj22Wr6bbJyiu57ZNctC0jtNRaDla1cCyLP7uC0JczJt9YziAiynyieNK0xmtg01ZIqbunVZXGrixC6sAfoDGxogpWtugjnG8LllvLwau6JZmUzt3y3le2RxdXl/XxU/d6rDEx1pdVSTRQDW57yvKyysgA614yIa5RmcWsFI7XLfX1qE5FtQrIFWnLMBgDbuBgAqvg5CuwaK1uPxa6Ry57jpx5w/cprJFqmqee0vU3yKAHwwEYFxDOoiqLTRCYgKuZYEjcuAOQ8s5xhzHOOTzzZUN1Y1vS1blz8EBZZZHPB8pFq7ta8YwJnn620uTgI6+90EVnXY1fPQX2BWTcDNaXcTsMa1SybqRugdRFRLa83X183xy/BPPsrO36ZNTRvp/EE0HyOx4//f62x5hy5XgKalbBtQdXKALOgzUsQhWVyF0EaualLqXX4XGAU1DsU45ZL1MsUot61W2aBsLQeXjVmuB4tmwrQI76z9AklLHoB6aJPhDgj40qe5LOtpxHXbtkSgwXCRZmFlpp1cT7Uz6O4y0RRcbvq0Zo2Ksq0P5I1c9L6Zwm2ww8psmltZ6njhKhQsokVh6GnfWRsSzjfWWT8WJZAMFUQB4/OtpRpQprGWac8t6hQtcVtKgNxTN7rxkc20alijJYGJQxmgY0SLUMFYwEsSXUlopzyTPtnIKqiOwtKUy9PSmdlvHI9EII3MLzuTbx9PSAHYyHKox4ue9crwGzbn68pLKytTa5faGAH4ZgouxZud4Q7G7MvDxmpNvy9Z6IcvFHmkCmvX3pMQJqZiTm4bhNNVBwFubOD2xsrT2HX71I+VWOQDiPlOBJLZ7qwCi7qNVPF6/nxQDr/bnXXvbYBg/U/O9vA/mgltcZ7Z43ZgKvrtubMlKrxqMC8FGdpwlLq8srFfM1mncszy6jXlouDR39OE4yZdGfgXKpSqN3b6SIhN0YYRhMDk4I3U9WFvTptPQvJQxAn5fL//SRXr78BY2Z8+R6ddLQnJ6Z7Umb2UWs5zx2JosIxH9iEjQnOW89iEbF2Bl0ygOear7BrCadbEw7nsgRrer83KRggquemlpQccMgygT1WQnyMpalxEE2dF1egsY7KsMw/vwkaqUaLuXS4PlX+w7o/1puNOteFX+AxT8YX9HgCaD7H45MffNltv2UGNTaZTUbhpmiApRhzgVthBXdndBHb1rLQ3bm41dqodiqjM+lioXb7s+aCjL5INLZD1CbAFGzCc3cVBW9syTxhiJgmQzR6QrAupRrxElmxSVy6aD8LM/CQzheT+rxKs9dANh3N+VRpee/kq1NGVBjLaKm7eUKKpdOqeo+qZNoAUvQJM6LFqHSOPeHR3iZjF2RKFRqqQCPIYOwAtfykE9Z/yHM4dCmnTWQke/s9WYCeqjKR7bg3kX7qmcrELu4+nQX3rJ7Z7tyPdi6KWjp8DG7T9YUvReS0g+ve+11NlCkTc0GaSHl0RB71ps+4Ht3VlpakaJh3xlKALpio86Tx95qIMZCeOiFuAv2ldy9XhWvrXcXVQHl0sEXs3sHKTSedsU3qduzqTGqil8yCLYZDNkFs4zvxJCYcrnbrqcD1SH7UW6f12xs4sV5ERKgtFkxhnGcw/Wbrmzmt/Lw0QjjpKFt3fdV7zlmNupu3jvcs11K1TRfsWh+CuRKrnqhqacKbLKwzA+CLaO3WXdmF5Oe1+EJd32fNHhSTOZdqERcHwkkMQHaJ9NSW4cOvo10iqDD++Cd59DMfZ9CRGBPjdMVJ3BFPt+jlYWYtZ33aismIIUIWMoXk15yE4MfEE4Gngjp4lV1n5bS9p2SPfk4iVkJbMV0Ii/OtXocV/Mw/l0UkvR7V/Vfnu4kVI+MoaHZDOdIsFdyuXqf+vWr36vlbg6cQHrtJHxtBmHKmCV/Yy+JsUPgsnv/FOr6wz9zbcEzDtJRiMs6wWJidDLaIacQARS3FjFbqoDqbOsvNqN2i55r3pGgsMOBR/n7H9lUr4DvdUGDw5229U3ftqF0KlM4m++TApboWUjBB7mSiYK1gzBdcE2c6pd1GW1jqF3fgMk9AYBOedwpXsYVZ6+esjqnJ6P7oNGgbWibNJAKlZIKElfDYylQShEBgKhNKIeeJ4WpP1zW2AM+bQK/jZzw/xT+WFg8NK9bR24XBlpS+0NsmKnXaXi2sb8qjyQ6GQl96kngrgAiSLUxs0glBCLk4S+B5Mx6DXAQXZnYGBtXo/HC6oVxb88ry8JopOeh1m71eDUgQyuC5PqlqfRRaB11JkYOzeCkQtg0xBuSsI+4autOOnAt5UqZcKJNnoPTeU+nhAZ0K08ffsPKop+ZKYynOUksDpViPKdTZv2yZLM5EyK5FNpZFw60Nct7Dpx6RHx0o966I77jjMhkTst6IwI8WQ2B64TWq8essBKogVILANhF2LfnhfnmcsuoCXVmd4No1151VAFK1LGO+qaNBFx1bZSzrvbh2yYh4Q8dpuQ9VFl1QDFZOrotsdXgFsfKb2GeYe0+dtch5Z2XpfY/2A/m1I4effol0MJD2sH8dQbjd3PaNi6CTzunjUpkVZ0dlCjShIaXW2KDs1na1BU48ZM8E7wXZNLMQGJg1ZqTWWDRhuf/rVLTOd5k1K358XavzaeeydkmnuWks8MM+j6J2DGu5rwKVCpLqz7OYZ3Wu6nxUz2tlc9bDz83heqS5/QW+LD7R0Lzl+AI/c2+/ceuFM17+f1+bBXO11KADSMyWzIsvgnXx9NTeeTIajM5XX/h08MlbcVsuXpPGM1Rsgq3ZKRQMlFS2BL/xuzTT8NJFtI0wRSiT7RAdtMz0cG0YV+l6/520bvfNbkOuVLswszmzxqCpQCgYGEteotKlvk8IBBXa1NlO0icvzTaxAlY6iP59oyIeVGdvX8jTaHqPFNEYENF58RMvFdXJm6lQxomxTGTNxBAQiQQVJh0tS6ZAE5p5N1OVRYoyFeusXSh0wZoGBiIaFCmBIQ9EiYSSSdmaZ9aMFi2KSLbySxNhjqA3Mi7e3lGCUK6PlOPeyKAU0KvGOrKLGEASEJko1XmSArQCOaIXA+wT3NqYGLiLNCctu/MNMQmHw0TsImVIlKtx/l766Mi4P8Kre/avvMbu9NZyLdRzVYGxnxOux7k1ButWCQ4CZGMNKeWZHeEdt8j3rimP9rPGyQSljbGIvgCZM5AV0+cn2i9lO14y/1/aZEC2Szc3AH6NhfX8XVNv1a67uUySC+Sw+vx6E9jUBXsdxldLSA7ibBNTlnulCsrXAuf62Co8rnq5aWEp5Kxj+/SOw6tXjGFCfvYRVx97Be17tnHLWHrutnc55iNtu7FyHs6CqCwp0EWNUUNg09BOxpTWXKZZ3Iy1xKCoAefBmuBSGVG/Z3QqhLjS3ohtrGZmxk/7DOTqqHNBLTPObJX/fVqxNPU831hzV69XAcwNHY2f83rPz7qZm9fJvNGsQGg9/N8Oh5Hz21uejLfneAJoPsfjmS+/y4d/4J8tVstqES3eR+caEwR2ablxvSmkKgZSDgHdpmXSTWIsQ/badM0BCWIOm9PWFoQhL7vSSWErS65HEKPzN6YxkW2D9O6eqAtV1d04GDP7qHj/KAcHnTfPExMCL3SxlbQ06+JIqfoBxFaVxnJ2Zr1QNv5ZEDQFNukEVaV4/6QgEYmBkr1zcogz8DJ7q3iYXaF4yU6HyQSxMXiH5ptgzFgeIWtmKAPZyxutNKhAX3pyyZwkIWokiAULilh+kJRA0dGoe4kIgaJK8lyWchgoWggSfJHxc4zOE72OfozX+siCLRbnnW3+pwyvZg7XV8QQibdP0etxLinMFv1NWuy00kLJlNf3BgzeBdxqCSct7VlH25lLJSYhr8FrG+DaNULHzPHnXycVvwZCWBb4Cmz9Epvt/fU6qeUDgE1ENxYiyCbCMzvCcaLZP8PwkVcp969NrN5601L1UpWTGwJL8FstkcCy0M2Ln5qxZdeST7fIxX4GyTMYWz1+DgYsftDra9Y2Iykw5/o8Dqg8imHWxsz9nrALvo3GdlVQoywllnX6d90k1HBHLea0UmDbEM5adre39D/3iHyrof9/fo4QAqnpKGOmlZYoiV3a0XQbpv0BRYkFNE+2sZGVHT8IYdN6y4eZzljEu76pmtmaNi6aIlgiJYoznVVsX5s/1jFnCClzqF29wHM20XUFHLXMWAFNBYp1rPUwFUwXFsH0mnWpQHL9fvV39TusNVgCc4uE+jgHr4f928C6XXgiCn6L8QTQfI7H819licSzRTRYuYWCszPMGgBLTcV6U9U01l7QaP1hpInoRpb6dnaXTnQmJwpsO2M9Bi8h1byVbULdUjvvnCpgGRs4yciQrSQguP3ad8gKllDs6a3RFoGQoukn2mTOCG/OouATnu9Iq7Zg3h1hgKcUB17L42pPHekawqah9BNS3EXkQkXcPk52MBMMfIUpENUAjbjAUycPJwu+E9+0lsczJmvKOEyGr8R2rlkLSnH9TmEoA4LQlIYokUYaK12lQJBAm5VBBhKJJiR7HbXzLU1k2ntKq0SyToCVDojBLPFwUzcgfl2ImC3WS4Hh6VPCmGmHkelwpGmiXSP9aAvyYDZ+oiBF0L0tABIEvRwoh4G4TZQ7HXp7a0wIoAgxeH+gIAasXZiuosjFyOXVI56+9ezSKyyIXVtbmy5MZy0LK+OLhma1rBrBtD69WY0lCrpN8I4zQp9J/Uj+Z/co9/borqMEIYzJUoodfFqg30q74Qvh42YVit9rbSLd2jINowmCVe04Vb1B1rliYaL1FUiqI+uSlfJ4+WP+WVbWeP8Q6yaLK8A3swD19SoQqsxBBQAlUEvTctaS2kS3iSRVmmv4RP8a7zp7N5IiwVFAqvfmlMnDSIiR7ALclGVmyWbNkNuvRRpjO4MYIK3hjqO185AhI0+f2t/Frikd/auuBdkCEG/SXxXsrLRLMwuzPm8wz40w2earluoqIPk04MoCcvSx15l1Tf77G4nD4nMrC3B5/DXmx0L/dsiieVJyesvxBNB8jsfTX/aUTeA48Ci4M6D27HHx73E0S+acc+IX2ehlqeNkuRauhViCqfwGTcXKFUEMIOTirAq24955Qi0+4Ycqvoz2u8kYmjBktPPHTd640DMmiM08UcxuF++9owHwzpSynoQUYxeaaIBIrZwRYpyzKXTyiVL9uxdFTjaEXYPqEbQjHAbbMVaWSzE9CzhAioS2IRwzUaI5jXIh1AZzIdgCGQVpbHeK29TVT0lDYRxGBixTZioTo460oeGgB6JG2rSxbI/W2BqCcDqcMrkdvabTot5wUYQmNWgKJKJ1VT/bzIuoeLsJC0cUawZ6HKx308HLgbsGuoZ4+wRy4eLVV9hu07xAlqseGQuhc2t2wQTAcbLjM2RLWX71CjnvKC+cUaZCbiJBlFhbaMRAaCPl6CewjeiDPbe2t+DW1kqL0Vtz1CC8eTI1wD675FAD0xNmze8nZD+gjYBb2kkRvdMRnz9DDxP5kw/Ib1wbVjhpkV1BN43pgsdiC+Ns5VYTdVf/+lpbo8ylmjCcUN64WFxttZzhuouqWavXlOKBfn5vkuuCXdHmesH2i6+WLYyy86wZmHVklXFYMSRzCQiW8seccaNzySTsTFtTFDZN4PKyEAnUNPFaclUPN9QpE0Kg5ELRTNO0Jhb3zYS5dqKxb9ldTDsLXiSIxSMcB2ppTIsSzzeeleUbHQdzc1p5nd/8uM9W+eDzTL2v63elLKCvjgoAK+CprNbjgOQGClJsAllO/XIe6u/f7Gm6MG718Y8jGv9sjx4ceTLevuMJoPkcj1vPn1o2x5gtrTJ7NDwsO7oKYLyz7hLdzbJDGTLlYEm2ctbMgELHQhktK4UUl11lrdVX4CGYMLAmgrrLA9+Vy8kysYtPjhwmdxqoCQODuZiqBVsabySYvB+P6iLIW08mM6VZJ3Hblla7r/Z57oXE3vVBJ5bVE1Igl2QTbl0oK2BwTVKdZKWJpNKhAwTMyl2GQkAJxXs07VrCeYecdMQxU7ISNw1lGGmKssmZks3ZlCTZMWoSU57YNTvi+c531lZyim2iCSfkUsiHntL3hLywFbFrCUEY8kBKLfH2CbLtZiDLfrDFqUu2Kb86EGIiv3GF7nvC+Y64beyz37bPvM13LHeoOqOuFb06wvZsAapDsQyZWq8pSrnokdeuyRc9w1VPjIHGk6hDCMQmMrn2Q931Mz28ZPOOZywpGQx4eZNRW3jUhdYmKtWii5h27Qg6unOqjcaU1ADGbQNPbQnXZtkvD67spTOECpZi8Os6z+1/RDHRbRWIrxc1sDJmbXo6bOEw2D2URsLRNWku/p31VfM66PefLudxZjVvjApmWC2gsizCtewEfu2uFu26gK9D5kRsBi72mHhi0QQShf31SHfeoi9dcuqlWGB+nkhAsfs7xgaZMolE3HX2PfzgiLsUizsKRTd2ydzeUe3Uuq/f3zYusk12/lxXIjWgr1aUQkBWupY5sNeZTHWH1bov540wu8qQ1OOCLgLmqpFZHfKbZSR/jRlo6o3/zeBmLQ6u71XdV7UFymNYCeCwfxs0qHzs2v+Mnv9FOp4Ams/xCDGQbm2YrkfAdj439hsxOONsOxsLbFu/gO+spoz0LsBLYq6IejOP3pDyajCGQFhq8gWzR08R3djkKojZiIqXn1IwHcx5tzA/k6LJY9GHqluwm986DahZbOeWB17CkLKEY4l/r4DXxxWdlOANnemiMSa7xjQ8mxZ9uDddj39n3TbIMFknYJ+863zEzG5Es40H+zwNHToau0Iu0GOT+DjZJnmTCNuE3t5RE43D2JCK6UbKUChaKKLQBI4y0MQt7XNPzXkuWgqSAvF0axH/YyZcHSn3r4xR84UubDs0KJuciGcnUArTeCQ1LSEFSuM5IVOmXB2YxoHu1jl6cUBu7dD9YCUyItIlyjCxecezNgk3ASEtQKKW+batsQSDW9JrGu9xRB8e0Zcu6XeNiZBPW2K12Pr5soXYhM19Hti8eAsGy/shBgNXdoaobTKkrFaDydmZKKgvpjJk9DDBZrRFrsU+WxORsw3x7ggHc4Pp1dEYvSqy9YTl2dKO2us6IbIAZ71x70gQOGmJ45bix1gPAyUF0qZBN9k2+NEziqqDBxxUeDuH+md2zazfhJtMA/VnB0HRjiVDufn4ulivXVT1dZL9nLaJqZ+QJBwfHEibxPEjP89Zd87cFiGG2aovISJda2L0IMSmMRH9MIFUhyRuS58o/YCMGZETtE2zk2m2VWdBTjYLIzx/zoXgoHiT0gocgsz6G5uHWMBvZUb83r1Z6lCb19y5OAcXhjdhT+rjbwCkBZR+GuPy+NPrZ1OW8zkDI24AG81v9t5fYKOywp/N879IxxNA83kY2ztbrsaMamO7FJ8IANvFhAo+dJ6w51Fv0GI7VI7BNDV18fESjfaT7dRzsTJQGw2IgGlv2gzF3l+LszW1s3EIpoPBKexcrHaebJdrlmrXL9SJOQZz0fiiY/NBrXlntMjsApEaYDV6dPxYIJmYmCC2Sz9tkUfJEkp3rS9qCVD0urfwuxB8Nype0ilzdooFpXmAXFELHEQpqozjEcnCRGZXMpttC90ZskkEtt6Tyhb/RhX2Rs2XJGgXaMrE2QsvkO6coPvRmJVhtMXkpJ11BzQGqsrVwRdaCzTLQ0976xRSoDw6cH195Pz8KWsueN1TjgPjVSZ3sDs54/Kjn2B392lCGxkuruDySOzMijy+cUnz7rtw1dvx3DigSWFpiBhwh1yyxcxZFT0M6EVPefma6azjuDWmLzeBPBbK6MGOzvxIhm6zgU4Isb1RJpDAvOuVbIuRru2vM7MhUMTbPIyeqbJSPwvGNt3dELyslKdMeXhtZcRqP64gfX2PiKDqoY7+T/Yrc9rMnZ3PNwQRdJgol0d0P1C6ZgmT8yA70aVzuGIia2MjFZKuWARmNmMWplaNXF0MGxfH1KC9ysQ68zEzPjOLVZ9vP4fGspNCighCuTiyP23Rq5603S66q6DzZ5BNazbrFKDzzdKY588gfmzm81OUXEa4f4nue+ILdxbCQjH2s/UQxTYum5QoNg/4a0hdNSo7ta45x4iEyfOd1uXoFcM0L6ir41f/rWbN1Lmw/n+eIleMjOA6nHLz9zfYmdV7VYamfvayeqyfq9t3dzwZb9/xBNB8HsbZ0ydc3z84W8Lc1LDuWKRSzlWsVm+oeeenMwiamZqAh5b5RLmflhtyKuhQrBwEXtKJnlWDMTopeF1dbLKuC0ZnTh1aT35VY0rCYbLFfD8uu/iNh6nVyTqCfyEQ79vUhMW9oMw9jNh62F8QZJcIZy2cduhxi6gyPRwsSO9gTSmL5tm5EEMyBqBgC08uMysiIS3ukwJFMypwzD1D6dFSiC8lwkmHnG8WB5fIHIvReA6NtpEyjqTtOe17nvLWFCBTnkMKpU6EbSTGjS1Cu5ZyMDEq44R0DQMT16/f5/bZXfRQ2D98QHfYUu5dsp/2HBkIqaHVBtlPhHd1lHvXHPORzasPiHdP4OCdpK+OFns/+E62n6ysOa0SaWMwFq7qHJqEtslyTO4f4PVrxm0itJFm15CPE/ngYE29PBcgdRsDoKcb5FgTlGufMR5z+fj1VDCGQ32xdQaRmE0rdkioxqW3j5cLax6LtIlyeaBcHOx9HHhLWTEkil1vxVDFrHyptnq1f5m71p9vkH5CEfThNeXiSIgCp5134PYGT6Wm6vq1VVbvB1Rtywxq5n977KavTWXVQU0ICxirDKa7zGamIGBoQr37OJC2iXE/kFTZf/geISUD8upp3VPx8q8do/q92TWQM/nRkdAkpG1dz+P1m1qmLUrJGd0fCVf9Qr0oVmZuPWZBPDtKWUCYg5Qb1Zq6AauvMXfaLh614O0RKqswM0J+DdU5782s3TfKR4+xCmt1eH2Nej3Wc7a2eq9BkX/XG+Urf+xXvv85vuDHE1HwW44ngObzMG6/cMorP/u67Wya6OLesDh6kuXFVBHpvPOr91epOxu1cseQFxBUbFG1DBkrFVXNzVyGQGdtTg3QklstjHEBHjXKXbD/bLwXkngPqI0zEm20nk/q36VSx9X26K9hScC4vVvmXkPWzbgsNteILWKnDeGuiQ/LvSukSeT7l4SUoEnEITFMPYiQcyZKIIrtXmdQU6qrRsymPZnF2taQzKgTh3wgXD8kfqolPnfbbOfelFG2DWHtgEiBFHfEF84Jd7aU+wfYRjiKZegUtbYAOZpbpAuEtKF0JlDWfY8+yjTbjns//wma5+/Ac6ecPUi88s/+Kc+dvkA/HulHs9mO48Qnrn6G99z9ckvoHa1x5XB9QD/6Mkkjcr5BHx2ROztLwtXBnGBNnHftejRwp1mX/KFGCF2i7AcYM+X+kXjS0m8T5bSjTCbcLbAs1Fs/Ntcj4dYWTbayLIJPv8AbuSl4TVUI6hewH1PLUZrQNEBujOFDzMI7uV5jY8CmBODBJePxQHvrlHDuzTOj2DnXlSbDy0M3KkGrEkJlajQkC7YtBQ4DenH0a7/WQJP3b6yLmyxZOnl1L8FqMdRlMfWnGIBhBif+gZy1WouSl2Mo1f3lwF98w7E5aXn085dIK/R//6PQJYbrAzFZWjAakGjuPx0njyewnnHl6sh4PNKG3RyAOScHa0MoShk8VmDTMtuda/ktphl0zS1UHDCp+AcdM8Kq/F3H42ukYk5I8Q3H9Nhj6jG8ATJ0AUQVRNZjuS4Dzs/nJrCsdJDqzdesQBz8+67A53x+lfe89yl2Jy1f8GP1sT/j53+RjieA5vMwXviKp/iZH/q4/VBdTikiowt52+gTA+b0qbu1enOWYk0DBWZVpE86svHyQAq+Y58WEW4p5mLKCtmaJnIMtnvbRmiy981Z3EXLe/vONlQBb+3ineBqmHc4EjzWvQqRa51cxMLQqlOh5CXGHExXoGqlp6gW8z+quaweeAfie5eEd51TLo+EcUKmgZwzAxONJDbRrNPzJE0FhfYWMSREbcJWlEBg0AEm6B5d0pZCvHNGON8QusZ0JykgwVw8IhB2xuTolA3IBevuLDFan6NhcgwoIGlmGETFForRuoff/vL3kJ49YyLTbe/wwp0PoB+9RzrdsXukXE6XjLlnGzvKYUDuXSLnW3Zlw0uHj/NMiMSYCHdOrXR01kEulIuD72QbVMScXUfTHOkwzSVFFYyJcC0JFz3l4QHpImNl91q/xnrTB3HeEc426PVgprzkDMa8QCx9o7QyV14WnAFODaqbiuWe+KUpRdFsomsZM+zzXH6UbYO0ieHVB7xycY8XD+9gE552d5i3OUBX5R7sZlmBB9VVwBsOaoLlOUXdUkKwbu/7YWYhkOygLXhJzTcTxe+lWkZdD33s5wroBAPvrO4ncRBTlg1GBYbSBIKXvUAJSYhtJMZAFwIXD654+NMfY2SiJRGmQPHXlByYJutcH5I3Yz0E9tcPrVebZrSsQEsQNGQCZdYmy9nWQvRygaMJYS3duQY9+v1cGasq1h29rF2Zlqp9Ubkp/AWWTueVldFFQ6R+DuvqXDV7Mdmmi+Xcrk7qfOo/jdWuD1P/gtNj56iyzAWbU2NYfu9ara55eyyHqrq0tfgMn//FOt4eZ/BtNp55x61lt4BNrlqBRPT/18m+2hxrPdqpW1H1tgAyCzFrGjDJtSiufdBqQ22il4Sdaj76AtfYrhvvvK2jB/DVCSEKhGKTQCsLPX03wMU4z8scfTGfmEsVwIralSU9NYhvrHTWHMwTYQhwIlazv2rhtIEHGTnd2J9hQtpEHBPjMHI9XdNKQ5BgybxrQaX48XUthBBQbz2QJBlBRGQcespFZpONutdz/54ihMYBwLaxHkNFKW9coaPOeR4zJV7bUeyHxa1RvMN0DMitE8prF2z+pRfRIDRntqikqwbNAV55RDhOnJDn7zKOA8FTa0NqePbdX04nLdpb407ZNuj1aCzY6KW4NhEisB+sS/jlkTKMpoHYJNM8DJOtFfuBkCL6qDfg1R1tUT9vl+alXYTbG+Jz5+SP30MPo4FMzcvi4ZdqdedpEKSDqguztVkWd1pvjjzxvmaSW2MCe+vjZeXHhnB3S3p05CpNJFourx6QXmtJTSRsGgOUYC1D6jX0VtvMuvH33beIoLtEEKFc9zBOlP1IjEvpkaBeBZIlZTcH06s8zhKsh7BiqHDh/eqeitGAfdUXue4qdYnYWBJ4iGF2gLXbRBDYnDRc/oP7vHT185ykE9rmFqMOFrBIJE8TQ+5BlJAbBCHnif14xfn2NlOErmrrJpkt91qJjzaZEH/TuEhYLAJi2yAnzfK9CsaouiCd0dOCJ4XTAMclUgF108F6rDUrN1iF1fmr/+4Oupn1qg8TPFh0xeaE1XNqico3VXNa8LosU0MW1xlB60Rp7L374xoFPRlvx/EE0HwextnTJwZCCktMvWIx9UUp1Y2yFqb5gjhPAvPOZwENuh/m6PvaY4dkwlCt5SH13SBhzg3R3volya6x8gSYo6SGZ+VaLtBlckjBJigFThpblAKL7qfuXGdw4bsvxLU1wSbzutkaLAMGmF0sdfENZ1vyq1fE528b9d420Cbi0CDjkb70jAy00tKEhihhtXOTmfmRyelxIBGYBAKBbdw6cOgJ165VANuNqhqrBbM2KL9xRXn9knj3lHI9EXbNIpBs05xcy5AtnTg78EwRDj3p+dvWpkHEFu5dQ2giZZMIZxtiv2MzFq70CoAihRKEOIzInVO2WwMa5TiS710TsoKOaJO8TYbatyxWviyHgXJxML3NdW9uIw9LSydbC1FrG8rre8r9I7JJyO2OkAucdQYoAbm9IX7JLfJLF5T7ewM7zrTURdr6VVn7d0nufqqL+nxN+HWR1ZxOfZ7/XbJFD4CzPU0gnLboMyecb76U04ue+6+8xOHiIbs2Ic+e22IcQGb73ApACzd36m8yBNAuIKUyEpNlFDWuQaksn5dBNOsC+EulNFb3ab3e47K5uBnFz8J8NmFxAWEAJm4SMYb578Xv922bGFXZ3N2in3hIryNnOBBxgB4ITHlCtZBLpozWZmNiokudXdMiSGeCYdXJu8ZPCGkGcSIeHVAPUgnISWdlx3V4Xi0NpWitW2oad+yQWDz6gYWJquei6mCKbwoqKK5lt8r81JHLrK+aRwVUb6J1uaFxqie5snir8uM8AksPubnUdROgHq77t7yGvqDGEw3NW44ngObzMH7i7/1Tm7SzzpoTFfHgOo+JB2uMOHesVatNV4rYHSazbsDtyGU6WNz9tiVs/PS1Nebcafe6UA/ZQuymAoPYInU1WHDbtoHW3sP6AhnomenZKNb0smRzRNWd0lggeEBd72hFxK4kX2CEat0OME52LHpLJiaX5UBFgU3wIDl37wzZQFqXkL6Zj9Wh9JyUnra0pOhdvauuSDE77mqyExGiBlLo6GKHFiUzMY0D6ZCsdHMYkCYSdp1pLnJBrwYuP/mK9b2RYGWWk9amviZBUCRHpAtoX8waPWWbQz3NNz5zYhqRXZhpegZLPg7nG/Q4oFdHuqGjqJr+prPmj/QTnHRI1yBHA1PW5iHa75IlCuth8M8jc/mvHAZUTfNyHI5ECZZjVJSSInJlCcxh0xCmUyienpuC9fHaROTFM8Kzp+irV+it7dI1XsR0Ub4rllCzRowZtAA30zfVHb4A5TjNouJY2TsRYwKTt8u4vbG1f5Mo6chTRbh46SX08kA57czNU3U6YKBeljXscTAzNxiti2hxsNpFGBN6HM3ltk0LGVDsHlwWcm6ud5UtqKXgEJaFvzKrtSwDfi8Fz5nxhTaIsTNdtBygFGi6iKpQSvGMIEVOGsqjPbc2tzg9uQ0E0hQJ6j3gJggIkxYy1nFeRDjZ3SY0jZWodt5k9obWyVqWMHkOlIuzFZ3boYTWBfjgveEcOGuwTZPf96FmXg1rlmZ9vGT59+XE3Pw3Xf3C9YI3EpqrwFoee421VmYGmKvfP14mhMWKXoM3bzzHPsjwdmFoHj/Wn8nzv0jHE0DzeRg/+fc+utTMq9VR3SHgdLx1chYT9o3ZsiRatYmoiocFFjcHVtqY1MoQ+O+a4OJJBzT+2HkD40/V44TkYMFz1fqs1hTQmIlyc4IGC9rzUK1ZI9F4Q8vJJsFZX9OmxaINyySfFSTDYYShsd16WhxfNBZ3LyEwXVwjIVoCrtgONhBoJJGl8ChfsklbA3puma4lvGUNMmeUaECksIkbYkgomZgjmez6mIm8PxA2HagSTjoUId+74OH913ime5rh6gHdu5+1Ukd2oCZiGThtRId+DmtTQK96wtOnpv2ARei9algYtEXvnsBUaO8HihTCSefHKxJ27axPUHdiVC0PIsh2A+qsyWlnIuXJ7fFqdv6JzDEfaCSRji0pBsrFHsbMOPakTUec+y4JobFGpdIG5KkN6T23GT75AL3oTUs1uvC6OqK6xm3KZUXhO5iJKycemGNtGI18TEJArKxR2R3BdDXek4oActJw9sIL8PoFehwN6AqgNdAt2zX/2OI1p/6uF8zKEog7d7bN0mHeM0ecg7hZEqkLah1hdV/Uv6cqBn7sOZW1DAABGmYHj0QT/8Y20G6srYYWZ25SQMZM39m0/MKXvhdtAvEyk472eaWJxD6g+wOCICqMOnLanBG7ztb3bWutQ4aM7lrTOtVR1IDNiYFEjc4gCRY+2FiUA9nPi4prZ/OSguxtN2bdkbruqB6vyNzeyw6w3+s3NFCr4y0sJTlWzyur5wrLfFp/XgOauXz0aWiJedO1PtlvwuoNh7dB24Mn4xccTwDN52EM+9EX2truoN7ostCevmDp9dFo3GgMDsUTWNUmL2JcXliZnRN6PaAqsGtsF5Z8Mq+0b42Mr9RvLT0Vd4fUyWcQm5k2aQ6yM4q4lod8x5riMnk0/jnHbDtegC7Mxim8A2/JZQmq6rPpQLaNAZo6wSVbpMp+4PDwAU1sLcOlmK4hSqSTjizFGklSP7ul2859hnprOBMkEpjm5N8mNN51PLimJvsOXpmGnjCMMxUum8LVK6/RaeSN69c51x3b086OT/QFBczJVXQ5v653khQJT+9WgWEsmqLkbR8UQtkgjukiartlIJ7v5oyimpOjU0H70cLzkjNxUyacutbn6rgs2G0Dw8hYRoYyoqI0Y08crRFq3h/ph70xPhlzwogn7Hr3ddkmwvNncLahXOyRWzu73moukbM5mmRhF02oZIGAUZlj/WuJZiqUw0CI3o5ik1xAa729ZDL3mF4N5Osj49jThEDp3HbeNYTa9bkUOx/ZhPPy+A693ieVlp/XuAVQ0HmSd+087w7uNROgsLCjzjjNtmBWTM5a8ApLmQR/jjjL4OeoeN+surLnqkUTYZwK513kwUuX0EZu/9ovJ/c93B8pjwbLmTlvCC9doB+fSONEFmuy2m0tNDIFKytx3ZsDatvMm6HKtoU7J8i5gx9VyuBNXytga6KdR7GNThUu6xgstFJZNFR+DLQUt8OzAL6VYP8GiPg0hsDByLgcCzuWOuvW5p8riHmcpVi/bv29rB5TAc/6M8Fy3hTG49sE0DwJ1nvL8QTQfB5GahOlz1Z2qZP+nH6qEAtCQPt+udGGCXK2iHLf+ZWuJe66ORnWFmax3cxxqiy2C4R91yzA6HezqFPg6s6TPLt36nqLC5aNIPCsmNlmqsvk1HkvoVKgRNi1MK764ESszCK4aNR3wMVpimFa5eVMizjaPx4o4+HAIAfoJ5oTW0hFhE3YMDBaE0ZVxmmgycmWhBQtvwagH4lTJIWGUgptbEnJSlkohBIIahobzYWCUvJIeXhJOxVkarnsLzhlxz5fs336heV7i1lXLYhQ0d4cT1qbMSrISUvYWoCb0fjWE0tH1x/FgGxk1iLFycGPi0WD99CRggmCc7HyyJRXIAEDLltLWdb9sJR4YrC+U8UvgzIx5oFu3CKSyePIkHvKPttXeihI05i2apuQLhoDd9aSXrzF9JHXkX60a3eyz0KX0LYgJSwgoKbDqqCjGiPQuTV+01hDzcMIbYMOmbIfDUx1ATTC1Uh57Zr8xhX5eo+KcHX9CC6ONG1L1zWUJpgzbTUXy6xxeewGnMP+Hvt3ZW7IWXs6afFyXu2GXXU59Y0qmFk7ZWarkN8P6wgDWIAU2IYk6szY5uPIFAOhi0y9ARpV66+1L8p5annjhz9Oev9z3PmXXmTSzOGNI3o10jx/inSB40+8ZtfFpzJXuudYBkLTWO5UIwbux2ylZ/BrzNmVJsKdDbKJcwK0lTrzvGESd7fZpODPi1YG1hqwN9XMmrpjwq5d//4W46ArVqvqA+vJW/9fV5u11XGfj+Pq+E6PO5QWQHITLNXXkbnct7BAVe+ly2so5PFtstA/DuY+k+d/kY4ngObzMLYnLcNF7+FgxfvksNSsVYFsseXa22RTCnmYiBHG/mgMxzSyUbWGfSEg3YZ5a5/VSlWHkdkhVbMjvPxwQ/Xv4VxG4QdKUQMWKSCnLXqYbPdauzq77gcBOTHxIgHLLxknT2TtrEQwKqoFQnG3S4E8LjvljDmjFGTM6FEQr8pItYFuGrpmy72Hr1Biz+mUaZJ97xQirTaUkBjKSJRAM23QXMwlsjMnUZgmUi5Mw8Sm2dK2W5tIo+XXhKIEtZRZnTJBAmMZKWTClcA0ggoPjw84b89IJxtLT9a64XPdyH40K/VxtLJQAUqxdFoXQUoUNJUFgNa4+CQQGnQzIWdeasrFSo0i3n9L3TUVzVI7FcowEUhzaUj3vQmBi1lxa6pviJE4mhumZzCmJmcYmbUlBz0gByFFa0yoF0f0vLUePm2EbUN85y3y/WvKgz1ytrVWDf1oa9ymmRsTWtS/h+TpaAtjdZV0ETlpCGNnQD0XuB7mHaZKA9cj5bU95ao3/dQhM957wKP+AWOZOBlOuBWEtmsgJbR1izVSC6z2X79Wq4Z1dszUn+sIDtqb6NdjgU5vghRYEr7rQjmXnFbgZi3eX3Udn8tcDqDU35dSKIfC6J81t6aJmYaJ2EYmhfsCD7//Q7zzW38jZ+cbyiZx+r7EmAKbLpGGzMMXzpgOI+Uw0r5+5VXNiSZtZgaXEJDoADUKUrIxcScd4ayd+7IJoCFQvBmsJYPLwszOQMH+TRqPizhOdi5Wx2wJxwvzZkRjQHKxF9LHzkn9/2wBf4xBqSBn7aasc8oayIDrl3TZQM5gVo0h8znQDnz9LLK8btEvZuLiX5jxBNB8Hsbt58949PKl7bSdkmXyHVDtXhtNrGmTjiLeK4jJhJpTHskXR66mnnx/YnPrnF1nvVps0bR0V2uDMC67dC9fzJNEwOrgAjW9N+8H5GAIQ043pqFIQhwCTGmlC1DIwQDZZKJW6xAdbVtX1BthZmTEQE4s9r19MtKChd/VILhhWvroBO+3oxDON3QnJ5xcnvBwesh22BIR12la2amnZ2SkpWHUgXZMBvRShA1I3xGyskGRlOxYuMXM1pCGlJt5Q9iQ6HVPIy2ocry+hKgMOlio32zLVp+PbVdfrgcLwXO2i2zMTekn6/Z91vmi2UA/mX6qbmRdWClNhC12DmJjwu6jsT06VXYMyjCRpxEeXdKc7giyQUOZuyUTqsZmsU7HEGlCYsgGaHKeiLJktajCPh84S3ft+X2mPOxNnH3SGkB88ZT4xi3ylQXzMRXoLfhv1tKILH3BkpUtVAe73nfN7Hyqmi2yWrk1RQPQw+SNUDEWaMzQZ2IJJBKP8iWTToRL4XbTEeriXMuw6gyhrIANy/p3Y6wZgWQ9sRiysTSuwZr1Y/Jmz5ebr7FmGyqSWjNCufi9g2l3qptwKhQRxknJ20RoA2XIlKkg/cRrH3vI5n3Pc+vuhvapU+Ktbs5eCi7Ebk9byu/6VTwETn50Yv/KkXEc6NLGXYh+nr18LV1EtgaYw5lb9dtovcFUQDJBWvRYW54U2Pk8YmgM3BegyW3oo+uQag5RPfBzuCdLGauyPWtDQBX2Pv73teuz3nt1VDBTT0S9rupz6znQ1eMrYBKW/C3FWZsVAOUtrpsvxPHE5fSW4wmg+TyMp995i5/74Mse1c6cOwM6uwZQjAGp1KfvalSVICbUDRJ4dPkAgOO4J6TE9pm7yPnGAEYxmteAQkavBtshN16e8Alrzoyp4ApBr3vrvnt07Uk6gY0JjudSUy4maHxwJF+PhGd25gxJgo5yc/eawkK/ryf+nJfePEVNSxPcspuCi4gVtg3hbMv26pxw7Y0vS+3RE2hjw5Qnstp3yWUlLI5ecttOhNqNOwXvJSMLQDsMpP8/e38ea+uWlnXDv9E83ZxzzbXW3vucfaovykKgKiCKr1hGE+OLEiXEhkRijBDjZ4wB/5DYQGKDGpsYY5OI8I9d8oUIaDRGUATe6GsEgiLmoySWRUlRVJ2z27VXM5unGWPc3x/3GM+ca59T+L1FHTlV3x5wau89m2fO+cxnjnGN677u63KeFKOWPLxjERYYDFMKCELqJ4JEdqlXVmGM8+5agkA/kYZJP1ehsKeIeD1+vBnwp61qkiqnDA6HOdsAItlPyJjZybmsGySTxcBoWTFG+jgQr3a0RNqUMHvVO5laf77FXFCKPgpt8fXG06eBMY60xqGesg4QKlNh767Ux0g0TJJt0M+TEmbdYN93hlxskZtJtSwhwmgwuROrXE+q4TJYp/oNQTCdV81HNmh0XaVlulJSKI6tFu2uSknLU63Hbz11rDjxK55Nz5Ae7KVn7QxuWmBWLXTMQulyrc1LXbnOy8Q9n3wzbya0IpuF+mOERd7JF11IGbfYgXItHYMZOIjHjkb5XWZ93EFjI7AdSZVDrJCi0y60Sd9f//0f4d7/6yuoWk9z0rBc1ISYmKIQYiImYX3akN53h/BV7yMOgdPLG71mim8VkMKEq73yWN5m88LMpGHm3xX5/vnk5XytWf91y3yTgydMSJgxKZi1FkFjOUTQ33YBEeVcHm8OStmu3H58wsv1UTZktxZfOZj1le+kAMsieErpCATJbSHy80DnGICWp2fW9y09XmhoPu14AWjehPHS+86BvKGIKuwsMQQUy/7j3Yyx+oPMQuEoCWcsMUVa27CLe8Zh4Mmrn+CVRUtlllCZHCxoKD4qTOoQSm8wC6dGbgl1SI1pFtoexLsJ2Q3EB1F9T4xRB+PWQ51t4YdIeriFViMQ7DvXWatzm724NfHPk1/+S8xdKaVTZtQAPWnyTg8w3mJPWpqbJXbK4mUD1lhcsohYvPU6aZoMtpzLvhhRE7xbj0wVJmX31Dxjab6PCkyttSrGTglbV7i2Jg4TSaJ2VNmK3bSjsTWxH/DbAbOsMxjL7b6lQyjmXapXcbL0KmyV3QSr+lBizP5CJrfIa2RFOghaa6ult1IiBASjbcspMsSBPvbEZxqq2VWdinUbhxEFKMqgTCo6zaMynh179rGnziZ+ta0Yk6etO+xJqx4lhgM4zMjA1A57/wTzRS8Rf+5SWaDrvep6hil/1dmvZRIVCS/cof05XyOm8hl4GWQzIENULU4Q1RqVDsD8W9DFUXDW0UrD0ipj5/aWdCEshhO6cI6hw7msOcrrjynXZDmPZd4un8syi3uNzR40oou3sjRHoOcYlBcwM/+oy7GPFufn1wjhsJFJR88z5KYAkNYp6M4icFNZho+9xmpZY09b6k6n5yTQDxGMlkWebQburVv6L7rH7ucvOfnZ++wvLvX4QRR8Z5CbdiPupFEGsGS1ZQbnwHbI4Vo16RBO64tuLn9Ol9nQ/JkkJoxxtzuXClB15gAmyoaifCfl8XMn2NHIrPKt83gMamax9xFANGS/q+fnoqP7zdHfy31vMPrdxOKkeeM7X4y3/HgBaN6Ecf8LzmfmRMbs9srRApgk13OZJ0QRZW8SSfUoAoLqMhpTk0xkP2159LGPsnj5JTrbYk47XF3jq0MZxWQaNl1FTUTOnVNK/9qjxcuoj8mogs3w8SfYZwttqV032LtL7LJGHm6ZPnGBW6noxTgLdzstNZUOnkL9TnlH5K0uaFXufGq8OsSW7qk+aocWTkWGmRGytSM6qyyKye/ZGKx1GEnUUmGtJRqhNjUYCJsdPj9XBagK6qSIkLNYVmJShsEo85XmjgnLJBORhMPijOVudYfONoRhwN8MWuoIeSd/1FqqbdyiABBgF3XR3kzI3aQLbe0wiEYJdLobn6l9AWMSpnHzgi75mjBlhw8kiQSZuJwGbm5ueM/q3ZlJMDl01CPTqOnSKZBE9Qs2r/T7tKdJDZ1rMcay8B3d4kS/pwJci3MuHPQ+ywref2fWBsl+JF5uIRz8OiRnjVlvEJ+ZLAHTq2ajZBSJMSA1xk1zSCkiCuSmqNeFtZgQCTFgcVS2orIVne14PD1h2k4spx33pkRr75GM0bR2XC7r6HeiryeHhXQGNib/DgAspibrcPJ1O+/+n2MX5Lk/E4dF0x7fYW79UYI6D8Dn8B6Aw1xQBN8Y0k1P7CfaxboYQgNw83hDfdJQtZ6Q4HI7sVrW1F9wRnj/y7Q/XUqD+l7sModTJtEkgSnlVnfBJqMi/WK1gIJBseTvBj1WcZG2BdBJ1k1p44ApFg0+a8bK5yn+OyU41ZqjbksOQCahmzF3RJWU5z/Pqpij+4/Zt+dBa2FoCpAKn+bxbzQMDPvPAUBzfE1/ps//PB0vAM2bMO6++0x362PQHX0SUt7NzkCnAIu8Q00hkVIkkUiSCCkwMeGMTuxBApNM7McdV5/6GPe6l/C7jsXZOWlRYa8mwrqicbV2g+SSBXkhFxHdKadD8rdxBqk8ZgzIGIgPrzDeEu40VJsB2zUMn3yKXG6pViu86GRjxwivrJRaduhiNKnh1qyPaZzu+CzYVaP6jKOuCYkJsxM1usqTlDora1p2AV8mux178TjjsKIlIdtUpH5kH/Yskmg2zt0TUkoa1Bdi9mexh7ynkA4sQFANTAxB28EFJgLeeM6qsywcDhobsKyz26uoFoj83Tmb26y9sgzeaWlmP8GQoy0qjWMwlYGzViMTJsFmh1gTrGYqRclW8uhx0YXDVxV1qNnFHdu042X/ElLZ7FacZuO0lBIpJYIENRHM7ekWS58G9mGvZSZrqV2D6Wpt3a7sQaych7X6fl3lSd4i71hjh0i6GQ5hnqDvNSRgQioLYVS/I4FUK1tjUkLyqjwL5K1Rd+sgM0Eg1mpn115LoLWtkQiNq9knh0+eq3BNFO0QfOlThiqc4dYLkAZKe/7MBpj52GUxmxmyWQDs5tJm2fWbQlo8//zCps4MQT4HWfB9i9E5HlN2pnUcyiu5HFw0HxIStvZIEmxTMz7ZEr/gDs4aau94+qzn+sc/if81r3DnlRPVQA0aa9Gcd4zvPSc93SEXW80Fq72Ge1pBA5lQoN+oUPiw8bn9Vo0thphmbjpQjZxBqTf9KMpuHZV2SjNBPPyWi0v5fC6dPYCNcpvNK3PR3JSytbFZaxgPIOiYtTkuUd0S9x7dVsTb8bnvq3xHzy/qGcDutiPnvLVH2fz+Up7/+TpeAJo3YRir9HrqJ53EUcBiC4tSaG3R/WEKEYmRKIEUdTHqU4+QcM7hrKWlxRvHPvVUwOPtQ+6O52z6a+Iw0rmWdFNx7/wVqmqtpRWbE5iTwKiLs7GGNAWMc2ryVblZUyBBS1DpU3v6Tc+42TLcbPBVxWrUicFbB1NS35I7nT5fJl2MxzAzBqZ2SOvUWn9Z6SJdlxJUgn0g3agHjzFGgdZ+1N16OY/CbNRmMwipUk2FJjWP+55tuMHjNKTPOeSmR5IQgmYc+cmSjMzCWJ2EBWsMIQRC1M4mjDrsdq7FWqvACAvDeLDubzWEcmZSbJ7nk6hYtrKw1c+VrgfsWa2daQ4teTmbdQY6qduso9DSXDgsAIUFqj3WOxbVkm3Y4tAsKzlugTWZhZsCKYcSTikoMCZRmYqBgV3a0UhDKy3WqZg6hYhNogwRoiLdXJ60rsY12Zn23oJpmLBPdipGDikb6zGzDGkzagL6lBmazA6kvcEs0qyZ0q62fE2GsmvObb5RS422qrDO00yGmBRkNq5mioE+9rjxmgrHyYNIOwQc6wyi1ZCR/BtTtgtKCvZsvKcP0BZna7QLR8hl2ZQfc0TP/K/m/7mjMB/3+AkFEBWgZY0yH3XpvBH9PS2sdjkuW8JVz5gzvHZD4NEvXLH9/3yK+qzjiTHcvX/CMAYlea3FvbLEv7QiVU7LtT43Bwi6uSFfU2OCdq736PmYAaD+aUq5TdDHVwVwOJjC/DlN0QWVspK3qq0r3WW32tzldmfY/AMvwDKf66KzKd/bfC7lcH987suQ/D+3hMUcQA1HhygArHy9z7M/QL8Zf7Fv+q0xjkD6Z/z8z9PxAtC8CePD//p/kK52pOJgKwooYozYulJ/iMRB+BaVlUkJogTGNNGnXjUjAFga67TbATRB2sDFdKkpvJLYs+VkOuG18PPcv7jH9FJDuzfIssaGvMFJ2R4/JsQEzLLBGqfMjXNYhGQM/jJw9eojJCVuphvcaHE+sTKWWMI0O4etrGpFagdM8+QM6kNia6f3N3ZmNErSuFwPxMs9IJrgPUTi0xtiDNijHZa6CHvEBeh1l4+zWuGKA1Oc2AzX+GtPvV6Q+hEThSHtcSOEELnkhoXpWLgWJyUM0BCjTl5WDAEVY1ujQM9hdP6L2qZuWk0iFnQy18wpT9oOmuBss+uqCPFig13WmDtZHOy1i4l+UmflPmh5pyxw+sXrzmsKen/KLfDeUdU1p/EUbyvqSlvlJUZM8odsnSwoBy1Vhhw3XBnPwi24nq5p4h6LxUulDNVuVIFtrcZ2ScBtcpQDYJ0l2YRf1sSzBeldJ9ibEbnaHwS5eaduepk7viQJMhgNPsy+PTYzdAZyJ43M4BJQUTGG1FV4KiQlnDF0wImo79BoA9uwZUwTm7DB43CXDlN5XOO1+8nKXOIwYma9iGRtkKDrq8mvKc7keAo5eCfNC11e6VJetT/dInJrES5/OTrG3GacmbB87UjKHkaTngdJgjtfMD24YT9GYkpc7yb2H3/G0A/Ix54iZw2bZU0Sg82t1WZRYd++UmCac9uKts54g+wCGC1zShbDl5KpaorcwYfm+HNnrZf+vrl9/8yM5N+103b9g7leOQ0FzMjhtLyRKHiOkMiP8U4BVQEerjQQHJ3r8p6OQREcdVo9x+Q8r9d5nk0Drp/tX3/ji/E5M14AmjdhfPjfflR/QFlAmYqhnTOHHRNoSSb7hyDarj1JYpLAJAEnjpACtc+hjHgQIaWUTfuYdTetbdnHPekq8rSO7K5H7rZ3MLua1ekdEoJME0kCNmRx8CYhnXqhFA8au2rBwHrj2F5fYoywj3tEhHrfUu8qeGo0mbdVJoYqszG5q4OUYNJJyqxUUJvKAr0d9eNuR+Ku1yiGIWDGRLjZEcKEE6tl9WWjHjKNhynT0cFA5eh3GwYZMclwnW44CWuw6rYbn95Q2Yqr6YJeemgrpn5klxIrt9RzSJr1FskmvFRYbG5/tnkznfUYKXeKeKc709rrZ20cps/frwSwhhgm9tsrTmqPfWmJOanVmbYPcLlHNjmqYFJWR7KdvBQh9G5Sr6AEugCq7mbZrfG0eF/nhcMczndIh+7VvG4WcOOspZGahVvMcQhuclR7Q1VZ0q6FYSTd7LFr1VDZswa50wFG3X1FsJXFnnWkziNbO7N6AIcgVXLXV2Zh+im31Rv1LElZKFy6YgzknMt5YbJnSwV2/Yi4iLeGk3BC6zv2kwLgbdwRUmBMI9M44K+22sVTOfDVwfHWmgMjk9mv2f03s1vG25kVmzsGkxzM+grNM7MRb7AKzj/o8gL2AG7mjhJzOF+V1XbthJoupnSIRbmzZLrsGbYT163j8SdvSI+2VG+7w/6/fwr3vnPGl5dY73DeEfug5I/h0LEmqAB4Wes6H7OnVNASjqZru5mYmUtgIV9A5X1GUVBRH5VZy4VWGhnyedasJPU7yhce2HQAL/bo34cv4Pb9BZjI0TFTZkcLSJuN947Zm+e/E9HjFXQ0szFvwBDNT9Hbx+GgD3vLjkO/w2f+/M/T8cvan/ad3/mdfNmXfRnr9Zr1es2HPvQh/vW//tfz/Q8ePOAP/IE/wCuvvMJyueTX/Jpfwz/7Z//sf3nc7/iO7+C9730vbdvylV/5lfzET/zEm/kxXjduHm1155tbe01IpMrg1p0KZIuny7LVxdE7nPdEknb1WIc3qrFIJCwWW1VUrqKyNbWp8MZRGc2CqU1NZTxLt+TUn2LFcmqXXO2fsbu65OLJq+wfPuVy85T9fksk62rGSNoOpE2vCeBJMF2FO13gVx2LdkltaixGO63CoAzPdiQ+uCE92CAPtshWvUdM43Nbp3YoiVdqXTJYk5uB+PFnpGeDluSmCbnYcPOp14iPrumHHePYE8ZRQVtIB+q5cvP5MrVnO25IJJy1DGmgqrTWb2qPvXtClRwsKu6+9wu4/8p7SR5lsmKv2g4MzlUY77HWUrmKulIdhikW+UnLQTrnHjFGnVfr+MbP9HoaA7Id2W6uudpdMV3cEB9tkMtBGanNiDwbkKssGr7sVS+yD5qAHrRcQ6+6q9QPkMW9AGbR0C1P8MsO3zbM/h9Hu9+yeBujC7nN22RvPEu/YOEWjDKxD3v63ZZws2e6uGb3yYf0D54RH9+Qnu7h6Z6wGYmjhh5KSPoyi1o1Mk2lOT+l9b4s2t7q+1L6TH1rpgi7SfVVUbTkYY2WXMpCmYGlXXeY0w67qLGLRv9ra+q6oas7Tus1p37NwnbEDIgikTCMpMsdaTfmEpge86DfMLM4+Tis+6Bn0U4dY8zMlAFHi+DRc5jf8u2/HzMORYdiMyNThLWl7Ob0P1c5FZxXWeeVBHvSkq4Hxv3I5cWe/ccuSH3ErRqqnDweR9XExT7AVa+i9+uR9KzX/LV8DkzxicrXtAICDZQ1OVV7to6osglf9hOaAcMQDiAiyWExlAIa8rD2kDxezsMcf2EO5+PWOcvPK+dv9q85On9Hnjbz91Uecxx2ejxK2ev4xYp257j09LqOKdjffA4kbh+/78/0v8/T8cvK0Lzzne/kr/21v8YXfuEXIiL843/8j/mdv/N38lM/9VN88IMf5Bu+4Ru4vLzkX/7Lf8m9e/f47u/+bn7v7/29/Of//J/51b/6V7/hMb/ne76Hb/mWb+G7vuu7+Mqv/Er+9t/+23z1V381H/nIR3j55Zf/t3yu9qTWhfVsSdoMGKmpTxr1RgkRe77EnnS5bh8hdZgQqUKFrTpMGpB9YoiDiiBNyVmxVNYTU0USQYwgKPixxtK4hmW1xDhLNIlqqHncP0aub9ibml3as65PSC6ydEtiDEiasCmq8VqeJIw1mKbCLVrW/Zp92mNEiERiP2Aqi7uxpFdvdNI8bbEnjSZG1x5qdPIYtQNGpoBUFfHjz9j+7KdYvf/tevsuMjy8oF40pCD04w4EgpkQGtpY6ULvI6b2yqZ0htSridjNcM0u7BTYdY12k9UO29WYOyteOX1JxcPjRP3Ku7l89bX5OzJGOzOMtVir3v1zCKIxGAfGpjzBaysxMWqAo7NaqhiyYaCzMEyE/ch22hDSRB/2VBcb6M+0DJAFr7IbVW8URXfFRzlJsld2htwZh6RDiClA7XCVer0Yl4Myo6imJuuMTNJJ3pHZkHJNOk32HtOoJctgiNsr3O6G7bih8g1mEkzlsSc19smeUDvcSQ7ATAKPt8h1j72zVDYkyUEQm9Pe8S7v1OM8ecoQ4WYgNQ7bZs+dshjVFjPmssWiVuF8eR5gBgONx4WESYaVrEDgIlzkdVDtDfx+JG0GdVzOLcPGucPiODMmHCb0LBY11iC1O3wvs2le+fN4J//cj/0YzJj8P8dMgzGqQynguAAaY+bSZ2EBMQZz1pB+bsdwsSc+3RNfvZlzvep7a4qGRWJiuNjDEOkfbUmfvJ7LQ6bloOnyBpmyRUARtBuDLLLbc+70ozKoWaY5MEvGzD5Ls+1CEQMfs1U6NT0HQGDup89ddHknwdwGf6zfKae4qLLnc2oO59wZ9cCBQ7l+fm1uP/75stbMLHHoaDsGWBnkrO8ueDE+d8cvK6D52q/92lv//st/+S/znd/5nfz4j/84H/zgB/nRH/1RvvM7v5Nf9+t+HQB/5s/8Gf7W3/pb/ORP/uSnBTR/82/+Tf7wH/7D/ME/+AcB+K7v+i6+//u/n3/wD/4B3/qt3/rmfqA81vdXvPbfHmGbSrsXnMW2ZSFSq37jC3PR6RzRT1RNhV23uP2ov/G97rNdqd/nydkZh7UWkqExje4sxdDaRjOQmgo7TVjreSkKnxxeJaC6iMvhCvFC8pHKeJIkXIq0ebdkMdrqDJiuoVusaKcrotkhkkipsAmB9GynTrjnHeblFdxVkbBUBnbaFSPDqBPpxYanH/0Y09UG83OW7uU7uAkmE1ncOSddbaGHMY3KIInQpA4JATOS4yN00pm2WxaLNcO4w/gFliziHSdlTaLobr+rdWGzDrvsOLvzEsPltZZx8iRqvNPvyOgCqP5A2SuoeKiU9teALrQxaRv2qF0gxlpMXTHttoQU8daztQPLp5s8gSYFPyFBEC271TmgMSZdsNAyXNoNufykDsomJtV/pIQxWVxdaQeZwSDDpF4ylceMGufgUNZJpUhFCGvwxmmqc3Ts0x43OYIE+jhQpwmfLP6Rwy4bzHlHXGjnjZv0+wg/81g75Fo7uwCbMWobevF2AUx0ynRkg0AJATYCXYW4bHhY25mxYMrA0IuW5mx2px6i/ma8hzRhnOp/lizZpz0hRZzNHWFZVJ72Y3YUPjBsSlTlEomRg/4ja1ukvI/SVRM1ysPMIVUcFuFZgMrRIsyRZoQD21BAUenyyYaX9qhV2lXq/5SCal/MqlE36k/dMA2qNVOHWwOnCtCcc8QnO4afu6Bet6SPPlGgbBUwSVTX4XlRH6MK80GvwcZDl8umfTycp5LjVkBaEi0JFl3RXK/jUBaaqz7moIOZz8HR+blV3uE2CwTPAZLjslJ+grXMdtuzCNsc7pvBEoe5Eg5g9o1e8/kWcOD9X/oKb/nxRozh/9Pnf56Ot4yGJsbI933f97HdbvnQhz4EwG/4Db+B7/me7+FrvuZrODs743u/93vp+57f/Jt/8xseYxxHfvInf5Jv+7Zvm2+z1vJVX/VV/NiP/dj/jo8BwNu++CU+8n/9T51gQFuWGzVfs5WHdc5SEW1vdZKwjVchbeNIm5GFgETBJV10Z9dMY1UcnASLwaHgxuGpfY1pKtUTtB5XeayzvHQ9cjVeYTDEFLkMVzmaxesxMkNTb6x2QNVOPWoqi13U3O3vsO97xjRS24YQJuqk5Za0H2fXXSsgaxUJp8c7wtVGhbJDYvzwL7C9ekLlap689gne0bYwTKzu3oVFje0nFu2Ky5tPkkRobE1CtAMlJNiNpNwBtY89q9Fz6k/Zxz3buCdsd9i6UoOytsI0VfbFyJ0rzmK8p64a9Y3JC65xFtPlqIKceC4lh8ag7c2lDV5yq3HxYSlOxpXFthUGQ2MbTOcRC+7uGlp/mGSLK20SXcAntbyXIcAYSRcb0rYnxqAlI2NmjZW6uea/O6fvifyepojxHvETNjpqo221USJJ0kHsnMtPqh1S/50q2+qPMrGLO+pNhbs+RZ71yM1IionkLOnRlvTqNfasywGPbtZdyZiFMMZgqrKemOzEqzoyAeKTLeZGIxZkUWM7l7UVFuMU7KWUc8GmqDlWR9c9XjDJYJNlXa15Oj4lkqi96r4IatonTTV7o8zPPWZqSjkqiV5bRrVTUlnVjIQs0nYydz2Xcz0/t4xyvMIqPC9QLX93BltlDRa62Jsj8bKRzN6cq9mhfOIaOq+lusJE3Izawfd0R/jIY5DE7qJHPnmjv/vGKTgrwKJ22cTSaMnWoIzYwitg7KqD8V8BJ4UtKd135Xo1R48pYqTS6VYAxtzZxOHxRaCbjh/z/Pkrx36ONZnPO7cByfx6KKNURsY7pKPz/kbHO9biHIGZd7z/Dus7nwMMzQun4E87ftkBzU//9E/zoQ99iL7vWa1W/PN//s/5wAc+AMD3fu/38vVf//XcvXsX7z2LxYJ//s//Oe9///vf8FhPnjwhxsj9+/dv3X7//n3++3//75/2PQzDwDAcaqfX19e/pM/00vvvHnbmXZ21JXlnvajgzkI1CEGwjdWJVAymc6QQcY0HZ1k5S7zZKwMTkmYGlTbw7FfjnMNiaH2bHVmVvrfWQuWpuppTB1zAZtpgnaUxDSKCM3b2t5FJMFi8JMzkME3CUGO6hqZbcCedcz3d4KKjGWs49YcU6CkSL3bZlyUz1483TJudCp0fX/P08gFrv2IzbbHAaz//MV5e3Ke6d6pdMauWZlrQbRcECXhXEx247JtjQmTod/p9yYjrNyzO7tBcJrbsmOJENUxI5bFtlRcr1RoQJZf2siix8mCT+rAA1MpK4I1qRELEVBnE5DLBPBmHeXbV/09gVx1xSnjrWdUr9rXgBdwr61mLI4LqKYS8G85lhr2KitPTDeHpFUECCcHjkJyB45zqg7TtWOZoh9LubjIItaPDJE0alxS1/GSYAYzBaCu3q/HGsfALjDVsxy27cceUO+yW2cNHdlN+r+gC600OArUHHQ0GM0Rt6cWAKEgRpy3ajOr3k0LEbPU3Zs8WWlqi1oU20/8ypdm3Rfbq4zSL61POzMpgqbY1guZuLd0ql1OMetkMej7EW0ye4czxbr58gwmglFl00Z99T0LU1vPy6FTYGW4zNGUBf34cl3Py4m6K/cAtvJM1W5JLvacN5rwlfvwZ9v5KT+mk7IMJAlNk99MPsDcjprKMP/VJ3NkJZlmpLk9Qt2/vMG0Gm43qdKitZjot1DeJymnH5X46vKECLApgeB6cFdBQRLqlhPdGwt+iVrYWpXo4sCXleIX1KZTp8zqa8vLHz0swh+5y9PwCegp4mo8r+l6K3teYHEsjRyDOcHb/5A2+yBfjc2n8sgOaL/qiL+K//tf/ytXVFf/0n/5TvvEbv5F//+//PR/4wAf4s3/2z3J5eckP//APc+/ePf7Fv/gX/N7f+3v5D//hP/ClX/qln7X38Ff/6l/lL/yFv/BZO979999VnYU1Su1adBFaKAtjapspX8EGj5y1s0mb2Qek9prDYgw8rWE36C63n7DRzB06AgQJtLajahrVDJRScabdjbO0ziLDRLiZSPkBrWmpbI0VyzabthFgyRIXLFaSlqaXDVI5VstThuuBXdzjbcXi0jK5SNV11KuVTpBjRPqA9JF0vccOkd2DR4y7PfvUs3ZnmKAswX7smdweN3Qgyjg4X3HankISXNOoc6lRvcp4s2UzXmONAwlcx55lf0I0aV6op2mkCTWAipyzMzAp5fc2Zp8RlHafdPI2ldN4A6tW/Wr7bg+CxSQ5VTh3WpWJNpvMmUZLU7auqPFYJ3T37mDvLvRxY2mZzZ4xjWYxScgGgGNgfHZNCKOCOeOZRFPAG9PgfM1s658Xf1PyiLy2LZtWmRCDwU4RGSWXnXLJyenC4kQXIVNVCk4qx3pfK2MzDXRO2Q7JTrAGgd2EWdS4+2uKGNRUJtvYCuakQvYGxqivVZHTt0dkzCBiGnM6eG5PNjmJWZhLelpqS6T9BP2krc3h0ApeTNKsMQiW2jY8G55xvrynm4YqRyxMMTvjJiTZA4lyxDCYwvxgDoaLlZ4vJmWLmJKWwco1JHkhjOlo529u/aEnTw6Lb2Ed8gI7742F3JGUBdzOEq0K693bThg+/gyZAvalVTZaREX8H3lKerbFvfOM9D+eYrzDvbJU88JKNVUmoeC51tLk/PmWNea0ya7N6CJfW4j+IPY1UHx79N/PAYwCToqFsSEDDI7YmSMm57jT6PnjcfScYyB1S5R9fNLKibt1wg/DlAcfHbPc4QyzOWB5XXf7GMMxsHtLD+GYWfqMnv95On7ZAU1d1zPj8hVf8RX8p//0n/g7f+fv8Kf+1J/i7/7dv8uHP/xhPvjBDwLwq37Vr+I//If/wHd8x3fwXd/1Xa871r1793DO8fDhw1u3P3z4kFde+fS10W/7tm/jW77lW+Z/X19f8653vesz/kyre4sDQCndKLn7h0G7YUznMQsHeF1E6zy5b0eNDKjLRGyIzw47F/UI0UyeKJExTaz9Caaptasq5TJNnhx1sWiolytOx4nNcJM9SoTKeKqqhhE2ccs27nKooaPu82WfTd6quuWkWfN4/5gn41MWcUc0wnJYshCh5US9Vwann3EMmBvtuqiMZ1ktiSlQu5o+9NSmwjUN08UNctpQJ2DVshjXKiJ2VkPivMYz7Kc9Y5qwRv0ynkwX3B9fJqRJAxedUf8an/OdUlKQlQW1Mmg3kRg0k6qpZt8Ys6i1DJU7dAzMrdpFtGt8iSewt3UCRx0TZlFjolAb8C+fqgi8aBkkacfIFLFt/l4mdYaWix27m0ta1+KNzyGcka5qcVUNTnVNdtYpkLOSyCZ3DjMpayJomc3k8zA/pyrpyRrFQK2AxtQeU1esI/RujzP1zLrJpJ4/rDz2/iIbL045rTrHLpQAQ+Fw/oq2ZsgMRwZ1Mk6EEHTSqTQo0XkNPNVARC3pmf2U3YWVkcBbZbJudWkYOtuxGTdgNAJBQz5N9g6KGKkyM1N2+kcMA3r4W90vRn8zQpjLTgpaSyeO6GLvLTPNMucD2dv/nm83YN0B0EjOUYLsU6WxJxhyJ5LF3O3wbzth/NnHeGtzR11Fuu5JT7eY999BrvbYuwv8l7yk80X+nk3OGZOuwqCCbJOTsc2qVruFKR1YDO9UtFxiCsr3VdiOcp2L3HZEbjLgT4XSOgJxs07paFI8LkUV0OM4sCbHDz5meGbAlNmcY6B4S28Ds/Fe8fwph0xy+A6e08wcv+Zu+zkCaApJ/Et5/ufp+GUHNM+PlBLDMLDbaXnBHrcGooK4lNIbPZW6rvmKr/gKfuRHfoTf9bt+13y8H/mRH+Gbv/mbP+1rNk1D03z28jte+3AGVAZ1Y229/oZuRlKM2JCUEeg6WHhsV80OnbGyqmERkDFhk3Z7iDFIra3c9nrCIXSuZRt2+KpmduMULbWYUjfPYj9z0tDuFkxhxESLtT6zO0vW7RnVVPNsfMY+7GldSzIJt5+wk8P7Bls52nbJeux5OD6iTwpK9tOOO8NEiCPddk/9zrvKGnQt4RcuqOoGQqJaLtlcP6N1HY/6x7zSvKRutRIYn17BKTkyJuFyzd2UzopJW00dyia1tmXllyRJ9GnEG5cDPVXXIfvx0HEhOUBxForGeQGxXQONn3NvjMtGZFPKLcZORaqlC8VlgaoRfUz2upCdtrzbpkKGqFEPJ7XS/UOYgxplk52QfdZsGLDec3XxRFvQvceKYI3qkSpfqw+Py+/dGkxdaet61mJIZTWgcswdZqOWfsQZFTGDPqfxlAwx4/Jj20oBTeXAntDd5GgMEQWkUzZbO2mUtd9Oc8gpkhfgymLEawnJREppDJgXQJmUhYohMMYB9kK18Uiby69Fz1A5ZNjp4uoyc1LKRBGSKJhXfRE0tsbiSOOEs1adlTPmKJ+j4Jl52OcWNEF1phmYaoef0xiOJHN46i1tzJR0MS47fMuB7clC49sMTS5zZUamBGqKaNt56bSyzuq/W4997zl+DISPPMS97RzWifipS+zbz7D3VsizLfZdZ5jzVpnIQTcz+GxgmGME5uDLMR3M6W6BAg7t8/n6mAFEub8As6LPAQVCx0xUOV6Z+ArAOBYSG6PHLjEbpRx0/B2V182nc94McDj0Qcdjjj4L3P6ij4BO2XQcMWVvNMbxcwTQvBifdvyyAppv+7Zv47f/9t/Ou9/9bm5ubvju7/5u/t2/+3f84A/+IF/8xV/M+9//fv7IH/kj/I2/8Te4e/cu/+Jf/At+6Id+iH/1r/7VfIz/8//8P/ndv/t3z4DlW77lW/jGb/xGfu2v/bX8ul/36/jbf/tvs91u566n/x3jJ/7fP6U73Jjba52FzYRsB2VYyg5qUWHudrjuYLZna0fwFtmMyhosK2zQJOa0GzD9BDuLjIK3FeftOfa0wxiri1nRHIgcGFdntZOncrS2ofENAUFSgBTxd05ZjQ3Xj68ZZcQnTzCCMxVp7GmT0KYa09Q0rqGxDbu4o5cRI4bX0kNWj7ectmesUmTxBa/oBL1e4Jwl7QboapZDwCahTz2jTMRBgUc1eZ4+/RSdaUgeVm6pnUMhYLzLYYsqhrZYogRWbkmQwBB7ar/SLqdFg8SIjEHBBZn1aitt50W0myrpImLXHSyzk7GzymiRFAjUFvE2e5Qk2ExaKioJyTN7g+pzsjCakHB3VqoJ2aors6kz0Hq2y8GdhzZscw1X2wvW/kTbkxPYELGuZOjoV6ilGZcdirPfR4ISJCl5oZYkczMOBnWBbSqMN4cSmrWZFVRjRJOULUn7SZ87ags5m/GwYDQOTlsFeNuMlAporBxKsTGvTxIllzzVITkNI1OaGONITBFzrbqltB2xWcBqGqfxFaLOxcft1cYanHgMouutNbR0nPgV2/01J/sFvqsV4N3SUHDElJjD+35eGFm0VrmsYhqyQFhAShcWR+WVIiRB9TUlZZr8mJm5Mxq+mETXZVGDyZkYyiyR2GLNgIKO8xb/RS8h/Uj81DXppkIud/j/452YmPC/+h2YThXYqdeF2OTS0tyxJFoe0s1NZpximMGxPsloy7ZkLVHpaiq6IfvcebOlwy1/tsLMPN89JEfHL8PkC+R5oa4xHHJhODBnrwMp5bviNoM0P+85gHX8dMfR7+kNjmlg6OPrb38LjlK2/aU8//N1/LICmkePHvEN3/ANvPbaa5yenvJlX/Zl/OAP/iC/9bf+VgB+4Ad+gG/91m/la7/2a9lsNrz//e/nH//jf8zv+B2/Yz7Gxz72MZ48eTL/++u//ut5/Pgxf+7P/TkePHjAl3/5l/Nv/s2/eZ1Q+M0cr334oU4yFqSp4Wqvhmn7UZOg80bHvrLCWLC1nX+kttK21lB+2LXDdo5ErWy53TC6hLM68TerE9y9tR47ZLfZfMFKEowRnYCc5vJ4X+vCibqxmlxCMcuG6rJiHEbNkTKCN4EoiZgisKROCSGx8kv6NGgXDZEgkSlN7Icd6VmkWXS49RJ7dwVD1M6uYcLfPWF87YIkiTGN7McdbdUhRBa03IQNYQqYBmqp8FMkuARBXyMSaW3L0+mCl5uOPg4I0KeBznR68ntdCNMUlDmolI0wJw2+qxTI9RNm3WLOGk3oLkGBtUVuJl2UfS75dR62U9aikHU9Bu26scg4KhMjWbzs1ZxM9oG0nRQ87SANSYMu7y5zR5V2VUk/0svAHXuuAuCqVnAghluJ7EAJrCz+JboIWAWmMYeOIreYBdN4Fbc6dzAM9Flf5bXzjtpjxwy8UUCcdiP2ekSuBo1vqCxmVSHbWp2Ac2u/lpoKU3PEXGV34OK9lKZISIGYIoGIDNdw6agbr4c4abTks6hIFxHZDTmSI4OERtkXQEuLMWIryznnPNk/xl11LBcNft0pUCu79/L+LEcLqbyuhCEimKAqcXUcNvplT6VNGDAuOwibvOgXdINeD8XbZC6NcfgvJsSowNokg5Q0+aQssjI3qNZqCBpD8q411aSApP8fD/FNg7RagrLLimrZMPUjqp4v0QVyEOpiDsaHhekU1CfKHjxpStYYIqorM5mBmopq/ojhKICpGCiKOXSiHRPnz7dIw6Hcd1x+Ko9Ncisg9RY7dMyo3SoZyeH9GXRSnY4eX773kMFmae1+o2FgGj83AM0v2Rzvl6S/eWuPX1ZA8/f//t//Re//wi/8wv+lM/DHP/7x1932zd/8zb9oielNHyLIMEHlkf1WBY7eKXuQuzdsXanvyD4gXY1rc1ZTqbFbNXMzSZDKKWuQW3crX3GzuSAwsXB3sHcWyL4mjkHTnAsCj2meWKy1JGs0rqDyWp5uG2ScVFNiHK7rkH5DT49FPUVCmggmYEbDaAfNEzIVjanYiZYYjJAfn9iPOy4ePeDe+ldg1x1y3UPrSSFSrTqexJ9n6RYMacROOxyWKJHKehqp2Uwb3GA59Wv2cc8kE2CIEnHGMjHODJHH4YzjerrhvDo71NVz67VdZZajstiuQrzBm7ukpxvcnaUyZN6pmNJaLT0MWu4om74iWMVbXQBjyllcgkyi7dbDqLdnszwZJnVkzUGPMkVt985t4mKMttZH9adpbEMyuSV5oX5FMkVmVFsmMJMXk3lk0FPynMrimfJCW7lcnrKzD4p+Xj933agXjIFeP6NJ2UV6NyKbQZnCdY14tRqwZ42WnYS8gOfFoso5QkGQKlvtFyYpJGKccgJ4YpSg2WXXz+hSZFkEwiVKI2pHXwpRr1OvLBMhKgaJcS5pNKmhcx3PNo/prk+QVnVBYvW6lClhGpm7wrQcBcVdWQrwSKh+x2isiPEWcQo+Zl1GaUF+nkUwkv1b5HaHTZ4LKLEGJASLuLzhEJn/S5LLa1NQZ2UL9lTggy/TrBvidkCe7TH7iH15maM4tBU8jjFr9ND/SmJ1AQgug7OQSyrR6PdWYh8gd4nJfFnpZ7a3S20FYBR7nvlk8sblo+fHsQC4HHAGLdwGK3J4yC3W5fjfsyam3HZ83o8ec8zmPA+yjkaI6Q1vf8uN+fP+Ep7/eTrechqaz4exOu+4+MSltk8OQa8fmycVBLYD6dmG+GiLu9sRugqfLcrTGHM5QnfhMkVkH+eOmuQMFY5JJrzzpDDpIuAd3p4xffShij7nWv4RlVv5mZGxWXMgIUAIJAPL9oRnPCBIpDFeSzQiRJm4TJd0rmPJEoPV7Kg04IzW0r31JISOls32grvTe7DJI43HhIg7aZHNgAHO6zOup2sCE9uwJUpi6Tq88SzsgqtwQ2Nrogi99ETRBVRN9yKd64gSGWRk6To14oMZeEjUoLw0Tlhn1WjNov409z3mpM6Lp2pbjHVQG+RmQsaIaR0mCFLnAElB24CzuZ7Jk6ekTPfvNdlb9iMEp6By2ej9N/0MOIw/TOi2c0jQ72JRL7LBIWAza2IMJYFb8nOKs7GuoTL7aUg/HRZbqxoTqZwKZXPwqPFWd+U+d76UNnRrsN7pslR7ZfoAhol0vcdtRtiMeo11HhaVtmnnuIaSmSOIgpkpzueMLBiWSbPJlOWys8ZmDCNh8wz30NPVFYY2t9jnbKoQ83t3t0ofZtLQTsaAZC3ZGEaePX7AvUWDa3MYaFKnahOcOgFb/d4QOczpMzARxMos2ziU58wBkNik2qSycCYOXU9lYc6ApzB6QH5+Bhkpx5nkDctM/xftSh/nDCwbEmZR0f3qt2ES9D/9KdKTHbKb1Mwyg1KTRePz5ykgypX3f/Q5ye+3WBGUD+wAbHb5zp1MuWw4syQFQJTbLId29jJMPl91PtfHw5rDJmt+/NHDZjbGHBia1z3mGPQc/Wm5/XKlpmfyax6zGnOp6va/w+cKQ/NifNrxAtC8CePlL36Jn/8vn9LfV1vhupzS3E/EWMMQuH7tAet1i103xHVD7CoIVlkWQTULtSXtA9yMOuHGRGwNPJhYVkvq9QpOW9J+wN1dkRDSGHCVU+3GcflJdLG3Nus3shGchJwXFBO1qehcx5AGDEapcAwTE61t1VU29dSmxqP+N85YrK3xxuOsJ0hk5Va5/GGy+NVgVi3xtUtO2lNSjKSU2MlOARMRlyyNrWltw87u2aY9lamwGbxFEQYZs4YmzkzWJmzVhE8OadPRAP2I7HuaWvVJkgTrlBmRHJhZfE0ku/DKVtu6JRjVPTRqhy/Z0yZNAesMktQsTxmMHjGGeLOH3ajhnuRj5gVBrvfE3YA76dT4bYzqT5QEs2pYVEvGca+Lf4wYl+l/r6yRQdT3xTtl7aKCGUno8UIuL2UmRtoag6jZX3aqJrMOpQQhDu2AmnfxFtt44m5UQ8FRA1XT9YBd17DwCshqpwLjMXvG5E2/EdHPNcbZxp/IHFaa5BAGWpuKpVsQTGIKI5eXj/BVTV3do4g4o0RcMODTzKKY7OEiGK1S7EdCnMBYZe3ChunxlQLXk3ZeZ9M+ZFCri+/MypT1MCaI6LUKeWGMqoPKC7dJHBxzy+LO0d+zSZ9kRmMmAsqCGjjoniiMDIdFdcoM3z7rk6IgVyP1+2ruvu1ED7WsiB+/wOyDmkwavbZNZrhmAW0UfcOSv29c9gniwDQVcDODmsLWWD2G2LndW6+PI6amlDxft9U/Oi/HOpkZnBwxQOV2IYPidDg/ed83++DcKl+9Ab1QzvMMiMptR691fK7LeF4g/LnCXLww1vu04wWgeRPGSx+4DyFi764wdxZKX4+BdGlx3pKScPnqJ6k/8Qh7tqBa1QzW4hY+dxjmbprGYcakEQIW9Wepay6nG07P72HvnOiOeUyY0wae7IhhwkmjAuG2zrvtoLs+k1ttAdvVapeeQESzXoyznHXnTCay2V3RS2FgoLENUxrZxb2yHsYRJFJR4azTjhOr1uyr9myms0t7b9klNd2CMIwsRZAxp16LYZcBTGU9C9upNb9zWo6RxJi2VMazcGq8NzHhxJEQalsRMgNgjWYyjZstvQzU6UzBXVBh5sxOhJh3jLoTlc2IbHK5boxasoiOuBlhOyL7kUCiqhyyMaTdSLrYksYJQsJkN1wyELSCZluNVo3zUsCOgbTpcXGtHVRBsOuG5uSE9HTS+TjE2ztHm52By446ux9LFm/KVsGulhVMNrzL5YvGqdjWZVffnJ8kU9ASUY4NEBEVHCdRf5lJiMOIGVpN/95OmF3Qsk9lbulRZIoYsnFgzIxIKdGNYe660utlUkbFdjT1gsYZdv2GMQxcPX3InU4DKREhpogkqCYHTsXhkmcr69Ten6D6rpAmKirA8HT3mPvXS5y1Oa9ItSLKYNRHiyl63qbsEYTRMk8R707KYpgmP78sviFrYfLXcSv7KApMkjVKuZupZHYZOXQIPe8mTD72pBlYpq0yuJlozxpsBqKLX/UKu9Ma0yeqZY2rHGGfDQ2LPUQxJ5Tcjl2hr9846M2hJHbMbhTfmQIKXNYDFRZvpq3yKODEkXcPchs4lGv3lvaFAxN0/NhPx74cXujwPstNr1uPM3p5vtRXSlqYQ3kwHYm3j0HpGwmK36rjhYbm044XgOZNGG/7Va9glg32/gn2TqsMxWZSk7p9gCnRVA3Prh9R/8IJ7qzDNZ54p4XaEqvsq2ItYYq5i0G0PDAlNnHLef123KLFrhpKUnB8cI0YIYWgO2xJ0Avh2Y16T1iUwm8qTFspO2NRfUdMmLpieXpOrA3+kePJ/jGTTNSmojUNla+4GC/Yxb0CDZIyM8aSrHDWrHFdi7t3gru7zO2tBoakXStZ2Fl1Lc44Ygo0rmU3bXkWLulTz9IvWLll1s5oMaOynlOzVs8WlG2pqemlpzIVGNXYpBhxou3Tg4wIQjSCTyk7qKbcNn0UrChW/Xu2U3Zk1UXBmAhmZPqfj9QDJghmUbH5yC/Q3buTO4D0vKWnN4gxGl9h0AUlJi0fZW1NAtIwYnaTdj9dDdA6Naw7XVBfbvXzTgGZlI0wlZtLhKDAkxAhl6rYTQpORM+TCpItYuIRq6MiYtvWqtfYDKQpYopBYG7xNbVqvKg8hD27cctqV5O2A/amUXCwqmG0B/FnZh9kULFpMb+TEDTyYczn01sq64jWYUVDVF1TY5xjJZad3BDiRP/oguZ0nY3fEv2kIvoKUdFqVLGuGJCbXtksFCtMaWLlljydnnJvs9NIC0RBWExIFGwS6PwhST2q743M9v85EyyDXxqHUGHrHHIZ00GOkbOsSsxaYaIQ1DzRWm2lRrR7TjyYqAAjcrvTqCy2RVS8zGaaJx3eWZ7+3DM11TtvWb7vrsajlMpNAVMFMExJE9wF1YbVVr8LA+zdQeQMBwHz89qTY/BQYgKOdTTFZNICNt6+r0i8DK8/7nGJi+PHPc/cHD3+eZRhLIrmj54/szFH7FBKh89mj46Z0P+ZPXTy8zIgH/YTzVHX6YvxuTVeAJo3Ydx79znVe+9i7i2gtlhjSEV78GSPpISra+x+4ubhQ+p33EPeNsLWYoKHOu9wQ5kgNeuHykM/4Y0nGdFStreY05Z00TNeXBER7H7Eto2ayW16hstrHAbftiABumw5Xzloa7jZ605TBHO+pKo1XPDOw8DD8ZHuqKsWvGVKIxfjs8M0YwyVUUM35zzVO+5g7i50Z9snUoqYzaBgwavg03rNsWpCR9MtSNeBmoo+DSyko3UNa06YZCJIYGkX3MQNY5qYZFIhMUnZIaOlryiRMI5UTZMTqaGpF6QKUkjaGYPohJbDILWsYzDBaLnEHDEOWMZPXhAfXjPUibZaYC42pLFn248slmv9PFNOAs9dQ0jWPUVN/i4lDGv1PdvrHelyj3m6x66U8TCLGtfWyBSJg5bVsAZJCVtVKuCcJ+ys+UmowLyAJ28RryUdc6R1UE+gSv1ISpxA0hKIhASrBuMb1WFUXtmBkLSUt+9w24G0HXH7WsshxWzOczBFi9rdpPlYooCgaDC82u27jcdiqV2Fb3J2ljXYRcMSoY8917tLzo3Dtg3OVSR6LsM1J/tILR3WeyRaTTbvd1gxWLGYnIY+iprv7XY3rKpK19biAzMEYojY1GrJjMKoZJCbNUjGWyTfZjqfW6kV+MmYVEcjghGP1BYjJmdIZTbKq1ZHdkH1LYtKf7sxgVQKKGzWqnhzSB0voKbKVgOnLfada/Y/f0X/0w8xb1sBwuKllVYcSpmxgITjMkJMqnHyFhqNyjCV0667Ppe0iyC4iJnL04/LNnAAFceuujYzTrl5ARtfXw0qbMvzmOT5Ms8tZuU5oHMs5H0Od90CP7zBfVGyxkeOPlN+cBTtPpzb7NP8HYxDeOsDmhclp087XgCaN2FMQ8C+tFCaN+80jNfMm7gZGPc7TOVVtKpNPBDADEkBR8yL/5R30caQxqAeNCKcNqeEaaTKNX3TOsJHHrMdN7rAmhq3HxER+stL9mFPbSpMH3FdrTvp7IRrljWy2Wf2xmqmUeuoOGURIutHPY2t8U2DqyrOEvRhYBfV+DCmiPNOO3TygmiWte6CbcRshbgbdFLNHiMA9mRB65xmDnnPKi15Gp4pB2Msq3rFLuyIMbJLO8Y0AjDEkcpWc/xDbWpiSiSbiEGN3wywWq51cbYmC1rrHENh5kVZJJdlxlyOshaJ6lJsNgPXDx6w7k5ge00/XVMNhnZ9wsikOpzNCCGpQV9mR2YNSc7ewhlM7YlTT0gBX9VMVxv4hIOXTw5i5cox7vYECVS2wrlsVpdbcCVabNTuIbETTAbZDcgYFDxFd2thLKaEBdCog3AWw45Rz1N15NBrHaYWTSgPiSEN7MYt9dUCu16olmiTk9OLmNqQ051z2SYHGaZSdjLqvGsXDbZtqKaJqm4wTX3Io8IgpqU1DbvYE6cR2yhQ9V2DGx3b1GN6S9Oq5iuGkTGMtLbBWoePiWgdUwo447garlj0q/x9poOoOEdDsNZFXqKosHg7EKN2HppkCNdb1YadLZS1MdpNREwwivoQkdkpa/MxJpCEaUUTrAHOW2VHChOyDRp/sswdRUE41K7yKACi8Xhvuf6/fx75hUvcboIp0jcO6xyhn7DWHNimKR3KgQkNUHVGr3nAekvqPOTj4HPbdsgL/8zUmNssTWFcindPYVRMbt0mHjEvetfrAigzuzyDDDl6rH7owx8zcHm+/PTccefXYp5jD0zPcwDJ28NrScoMmTnyCpIZJOw3IydnHW/lUTrjfinP/3wdLwDNmzB+6v/6GKb1WRyJsgBDJF3sSZc7+tTTBs9r0w1nd1+CpVddxJQD8fqgOoiQdMdWORWl7kdsXdG2S1Iwmt3jLOlqYPjUEwYmTAxECVT7mjSMbIcNQfS2aALrpkKGSY/lcymi0vBMulqN1uoKueup+8Dy4tls+e/qisXiLnfDQL9/lZQSIemu+MQvZvBlnFLd0jrk0VbLIkaF0Til7+2q0Z3xNmBrTzVVeDzO6kJmMKzEsmdPLSr63cU91lj61OONw6CJ0SKazj2JaoVYtTR3z7X91tmcW+TVnVnyZBxy51hIpJtp7hoylUP6iXi1p2oaQuNoh46L3VPOqlOIie7+HZIV/NlStRnXvU6QdYUwHhLCg5ZKTOWIVrBi2YQN6fEN5xGM95o8HbTkMcaRkAJihTop4yUEiFF32FHjHJKI/tlP2nafMiMyTLrYdrWChePFPAcwqnNsUfIy714N5A4oBWEWyz7t6LZb7M2SdNNia6dlJ1dpCnXJ8ykMRyk3DQEZUOM3bxXQLBqqfswxEzW6yOlqaeoW33rODexvNlTGYE86VguNwbDX1+yur3CjV0fgJDgcUSLeVXhTYZMlSiLYmk3Yses3rLyfdUkiYMZAwmBNLkUlIWz3mM0I3hC2A/tnl1R43NlaPweoWLircslPF75kULNKichVrx1e+Xo3zmHec4q512XnamVFzEqDIYuBbgxJ2Zvi1JvxASizFX7hmvCzT0jPdoh1uNoxnTSwqFSrZMBWjhRSzq6yGWySy30TsvNagqqcgtHmkO100I7IUUlGjhiA55iaotUqrMpxqan8eVz+OQ6QNEfHeZ5ukeeOUbQvx8+dS1bPAZ3ZRfJozODLHNioYjUwC6fRP5873m4z8GJ87o4XgOZNGB/9yVdzHT17YewDjAnpI/31NZWt2aZn1K6hfsdd7FL1DRbJC62A04nGtDl0L+s1tFxVQQjaZRMj8bUbxnHAjsKUJgIQY2AYB/Zhj4gmdBu30B3rftQJfaE6BtPqAmiX6qZrnYWTCvnEBZu0o6XGibYM21XLql1TD08Y4sgo+l9lzvR9pqw/QOn0+PiG2I+kFFRnEsHXVd45a5nEiiUZ4U5zxuL8rpZwJvWd8VPFNA08HgdEVE8zxjHPTaIAwAhDGrBGu3zMstHMmiEoC9Ud7ZLnBT6pqdlVr4yFAEWHUgv2tGMlLf31Ne5sxZ2zjvHxM7xtFQg22kHETuMswGEkqTZp0CgE0+rPy7QVza7haf+Y7X7DiV/rQvroWs0HR02rTvn/xjSAgToZJAWMMdjkVQMiol1DUfQ5QbVS6g2TcMbPbJFNyoiZpB1hUuIfrMU0Vr8vZ3JlQJShy0aEla0Y08gw7mmvdqSFZjzZ4lTs8uJojGozTNZ5iSaWKzul3jIsPPakhX6EplagU9xorcUsKmxXU7eV6n62I/a0U1G9M9jXKmQM9FPPyq6wdY0ZJmLUtnZnHdZ7Tpwl9Ymd2fG4f8qyWc0REwikKczaKdMqoO0317SuQa4G+osLzLqjundKqrya95HLe/nzYKKW3kJCmoSMibQZsIsaRr2+zBecw/1lPj/gzjsV5mY9h6ucgtDthDQaZ8KYSyASlWHZB+KjrYKRm4H46AZ70iDvWuNOG2IfkDEqKIpJy6g2f/e1RXbALgA9VI5UOyVvvEO9B2BmY6Kotud1qth8f8lwUnSndx0Lm2cnYaci+8o9B3KOwc8RWClC5OMWbcjAyR6AVimp2aPHPF9jKp1S5WPk3/PMGKXj2zmAmOfYis1Vz1t+vCg5fdrxAtC8CaPfjhoGV7KEyAGJY2CSiTZWjKHn/q/8Quw7T9XbovzYSvsmSpOayh52tfHwI3RWdx3x8Yb0bIu3nkocmzhw4k9AYB/3yqKQww5dp6LHMZBymrFxVksetTt0alQW00duXn3IjkEDBfua1arTOc4ZnHEKLrKuRQBqp4tHH2FVwz7SP35KIJH6RLNcEULkcvuEu+NL2LsrbGVxTwVbe1b3X8adLdXTZTNApYzLNO6IebIacnZTmc6s0fybfRpYusXhfC3qDATR0k0fctK50zl5USM2zIuTTuwWKsEsOzWY20506YSUBD75lKv9Je35mc6R2XVXQhFtj1izUH+bHAdgFnnhXnf4TU9javBLKjzTMOC2g77PMYKzVK5WN10SMQWGPNk643AiWt6K6iSbMkiVbKw3hVHLJJXDhADBzSUV03plCQvAiPWcb2WyAL2Id0kCbUXjW+IY2cU9J9sBs9X4CnOcFl8en8ErJnvgiLafM2ZA6R121ZL6UUtgxZU2Rk0K77TMaVtP5QyyGLF3Vth1A87g/B2Wm5H906ewqKm6mrjZkzY7YopY7/VzV44TEfap53q6YTNsWPr1QQcTE3GjpVIaR4yRaANpvcTc7Fm89+34d5+rw/GUsFNmkdaNasJiQnrJOqyIlG64ptJzHQP27SvMiTJQUjtc5ym+NSI5td0b6rrBnLbEMRGHwHgzQJx08Y9JS0aiwFp2I6kfkF3ALWvadct2jFo+Kp4yMem/nc1xHaKu19eDhqBWVtm14udjOIi7JW9CTKnf5D+KtuQ4A8mQy9PPlclEmDOX3HPgZQYRPIdDjo/BAeDcOiaHJxd34vLvcrzjx0BmhuzhuJZc3pPb7eRvMKair3srjxddTp92vAA0b8LolhU3V/vsbWERDzIow9Iu1zy7+AT3772L5t1vU8v3xmtrZqmFGwM271pqh/UWWbUkb5WVyWnKRCE+vYGQ8L6m8S3rdMqyVh+YHGtJSLojq6i0fpqSlieGSpmM2qk2YzvgGn3M7uMPeTw8xk+Gm7TBjZZlvyZaw2baYJzDB8dkJiyWhO5gZVCPGecM6dGGgZHQj2BhDANhHLiebjjrznGNh9rhUmR9/2Xc3RVmSsjNiNQV0k+ksNFuKjyTmRQUAEECtampTMU+7ZmYSCbvkBuvC1ClAk9KG+4UgbyLbStNNJ+igrDNoDv3ZaOL9ZC7h0Qwz3aEfk9MgZC0k8o0GbhkP5s0jIDBugUkwa40Jds4i1u2cLrkZAo04/5gtDZOml5tAe+oq4YYI33aE4lMKSjrVPQvRnBDIhkhosGLFkcMk4ZbWn8wTEv6eU0uHQiojstZFcWGrKFxmbFyCp5FwCxa2rpjnAYFTdnhOl3ttJy4rBQIlhwpkUPHlFXNUHE0lqAicLoKd6qJ3XN8g3gFPBloSskcqz32bqcgDIOlxr33nHaz1819U+Fymnjo+1mAbeuKGrgbztmFHU/Hp1jrqOsaZ/3chTVeXjO5iFSO1bvfxuWzx5y/dI/qy9+Budtp+ehqUGarrdRbpg8KRlqP3Iy5PKnnWrII1561WtYconr2hJRzvzLYSwAle0uZGt9VhN5pB3lIsJ8OG5fTBvOONS5EuN5j33HC4p1rmkXNuJuYNqOWp21mf/qg5avsEM3UEx9vMJsB21bYVw4SmAN4kGyOx+2FcmZP0oEtgQMgeF1btsnt3vE50JBLTwXJzM/nAFiOxcNHmOqgrTkuTx0BrmPdjMgBoCWYU0oNB61Pyk98XXv44TWuL/a8GJ+74wWgeRPG+rTj0SeuwKMai5h0Iq8dla81PuC9L2NWXtkQa3J2DPqjKyF4Vss8xhgNUnSW1AcNREy6+w5TwDfqwVFVFevVPZxxTFc3NLZhiAOBwJk7pfHaai2C5tYUB822Jjy7QYwgl1vkwTOePPgExtq50+gmbDjdbWC3YZe0w0RLTRXeqFBRUtIMntASPnlNeu2KdnnCzfCEcRqIU8QZR910TJ2hJuHunuDefY7NAkrpJ4xzpN04ly289XhTMaSR2laAzHEJzjhWdsUu7nUn3FW6ENbKSigDI4cd6ZSgywyDAbMImCFoonR2zRVndeddO0z00NUMScXI47Cn5jRrU1BAmBc12fT6tdVVLm1Y7eZBcGcLLQlde0KfNRchIdshe8WoRqmJDSZAH3stEwJBIkkkN74FLa9ZizcVZG+Xumq0i807LeOUzCar15XJi0YBwroA6X+aveRyPIDFrVuqpx3VfqMXtHPqj3PTE43JIDSnoYN+T4BqPwysat1Mj+lwjTkVoFMsAko7emZwVL+TNTULj7nT6TncT5hksesO09Wk/YBliT1pcTGRnuRuqvx7sW1Nk1a8LPf4ZP8qtrecpBOW1Qrn1CrgJtyAQHP3lOAT63e8jeY3/gpkWam9QRJYVNgxIKNoq/0YZw8nzltdo7N5ooyakG2anHaeRD2Iooo3XaXMpWSWQGIWFmdNiK0dfulJoSZOEa5H7Y68u8B0FSEJ9pHHvvOE5brB145t55kql+0DchRETDDkc11lE8JBvY/sSatt6D5fkwU8FLHusY5GYNaxCLPB42x0V/4smKA8rgDbuRyVy0QFMHH0vFs6GA6ZXbNu5g1Ax+u8Yo7+Xdq0jwFSfO44JaJi/vfrgdL+c0FD86Lk9GnHC0DzJoyX37nmo//lU9oKO4m6dIakkx6GO297B/asU1GoLRNM/iHX9mgyOOTt2EWtTMCyhpteOyumAKJhl9Ya3N0zZSW2A65paI0wykhLy6pZ453HSp7MSsdLVN1HiCPGGMbXLtjIjt20paFmInJiV1zGK57tL3TzLxqHkAycuI5Fs9ISzq5H7q6JT7dsHz+lazra01NiPyLXl0Qiq+4Ue9IRVtr1ZM87zCsL5KTBRME0Kn61Igy/cMEUB0YTWLiOQQYqW7GPe9X6YPF4NfXDUjWdlrqMKLPVOhIGBtWhADox11YXnCmLRUsHSxD1XpPchpwZiDRF0sLT9gsFI7sBiUtM7bGLinjSYnY9cZrwvZ+7yOZcrsZDHdX/50R/dDJot4nsB4xpcsnHUVWqYxKElJL6CiVlkcY0MaRBReXSZGdboXUtVd1im0p9hqzF1NXBjC9/12ZuS1Yefs6VOs50cmBWDfVqSXe90RJlrR1UMkywsbq2rWr1Osr6Bu1wymtJ42FVY8aQO35ERZi5s47Kakm2lLvya2vatsGcdZizRgNdDUiasLXHdg3D1Q1uDApo7q6wxhCebQ7tz5WKyleccV8iT8anMAIIi7BAEHzT4pPBrDq215fc+8IPKLNx2WvVpLLY1utvI6pWZfYWarwKokEZSdKh1TomEO0sK87BCDmywmjKeBGCCKQomKSMpvWOallr9MlyBCPYZaVlt8oiLy9x7zqlbVVc3zaesfVE7eHOuhWjYmCPfmcLj13UxKtA+OQl1cJjzjvktFGAm9vRNVH8CNDAbcbjeXBRwOjzC+OsjzkWu+S57I3KHAV8FCA0l4zM4f5yCAxzEGZ5f8f1q6KRKVIag55/Z48A1BET9br28fzRbr33t+goXVm/lOd/no4XgOZNGPffc67Bk2WimGIu9+riZu9lwWBmiuff5bGe4XgX440usLXHLhvS1f7AAFt1yzXW4M+XpKSTr1stSBcTy3qF7xZUdY0MkyYWzxMIWRcwYduG7WuPuBme0cceDOxlR+c6RKCWmmfTpbZwG/WMaW3DnfouzemplmAGtOX35x5BmuBXnIJ1LM7OMM6y7iPV3TUsamgr1Umct8iq0UUwRM1CutMRfv6SqycPSdNEz0htjFr1owu7M9rV0lpL7Wq8q+hOix7JYNqsJRgHZcfaI6+YRdY49Nl7xhp1eDXKysj1mEsJmpNk377ixLyd4X8+IMRJ8476gFk3mGWDO12SrnskbLQc6KqDgLGyWO+Il4MCjUbb5g0c2mBTymnYFmk8tTXqrRIiferVNDElegb6qO3f6r2TWLiOylcqUvZa6jGloyW35kqUzNCoGZrJC7EcAWZjLRiri++iwp606j2UUjb4UyJAdr0CrSBZiGpmsEIQLbec1JiFh5WHIaneZDuql8t+wq5bZcnKvOrMbDRnTlvMKyvMskK2WvaRoEnYpqsx1hLHAZuWuEWN3Fc/oLTRUoGxFpYtdeU5NQau4fH4hCpWiBFO23OadUdIEyZ5lqd3MfcXxJ+9ID7ZYLsa945T/Y7GdNugLQgSJ31PBgWrmeUo7ItBy0kmi/jLWi5B5vwm0OfGSV2hU86CMhaqk4ZxoxEcxlrculFd1t0lzb2l/mRjwmdwOrOPjdHvPAeEYgz2tEXGiBXNEksXPa6r4Ky9zVJk0DsbzcGRpuX473lemkXCxyDHMId+luc/jxlKvcscgYyyMP8vtC3zsY7X4rkrjMNxymcxmXmqjsBY+QxzSeo5Bkfg7ttOfvH38RYYL9q2P/14AWjehPHy+851Eh/SATyIqAPtotIJv7IHgV4CGntw9CyOoXCoAUvKOgevO34DiOYwmQT2pMN0FXYvxNpjjaVar6gMmCYv4CbXuBPa4WRQf5uUqFYt026npm5ASFrS2ccea6wmXaeRIY06YRvDqVuzWp3iztdKr9fqjTKknsXJmYoimwZzumDxqEL2KvbEojX900YzgqyZW0mltnAdufqvH+Vqf4ET9ap5bVAwNcig8QYooHHG4XB0iw7fNtiYgwsF0mYgbUbVPowRuqQtr7UGSErRK2wG2AfVhjjLeL2lPlsilyPui+/BsqYNIM92uOsdoR+w2wHHEuk89qzF7VaYeAgRxakU1LQ+l7oUPFlnsi7DZpO7vC0W0VJRreWuCogy0dAQUmBv9iDZPI6kJoTOqr9QKQ9UfrbJN8ehgilhksu28xnAZB8Rk/U7h2vNqJvuusO1jepTmqM26/2gxwwJ2QctbSRdsGU3Qj/BstLPft7psfYaZikPN4SffUraDbjzhYKYoKZsBpQlOW/xdzts7RgrBUtmisgQMYsav2iVRRlGWLeqQUPft+wGPVblMK2nsYaTaWJKE5u4pWob6nffo7/eYF2FHSKuqYg/84TdRz+FGKFdrjGTYE9qzN1FzsEyBybB5c1FTIg/+o0WhqDTTjspTsXGEAc12cNql9gBJECKiTjEA3kQBZbVwSdJYHX/hBgiXVsRUmLo1W08BhVe63xgdJM0WAWR3qoH0J0FAPHRRoGu1w4kSRl0lc9WjP2ON1KFwSm3zxuwIwbFHP1ZdDQmP/i4fJTSc8DomGkpL3fEoMwiYzm8dnmfhR06FiaXRHRn1TSv3GaPXuMYQL/hfYYv+T/eyYvxuTteAJo3YSzPO2SIc0CkWp+j/618bsW2c0lJvMF0uQ12SkiVd39TmsPxyg/PGHVXTS4vQimBdbg7S611564l0og7X2m3ydGuRQZUDNupM23oB03tfrKhthUxRbxRJ1UjUJmKq3hNbWt9PsKQelb+hJPqBOkqbFVhWovUnvjxx9SrFdxd4KzDLGv1nBki0lS6y86UfkmwLl0+Jk805vGOse8Zhx61XjN44zSlGMfCLZjSlNdfS+NqTFVpCS5oXo/cjGrJn0WPMkVsEAWOQ0Se7tUHZx8ORmi5WyTIiHua9UsvLfU93e1o7p4yXg3c3Dzj5EmFe2mlqccnDfZ8oQnVNwo8ZIzaxrqq4GI4ANvinms1IdmMUTuVjC4eOkWrHskmR5WEYNTK3qtTD4MEBhlY+gWTBOoQs5mw5GtA27PNvPNWvY7xupKqKDWzC1lvoQJcAFGr/y4bJGZhLAbMGBDR75OgQmERPzvTyrUK1t1uQtY11ho46zAve/wwkRYqRp4+/Kq6RZ91B+BeynMnjXYGWUNlaqYkmD7A1YjpKvz5irgf9Hy1fgZPNmqJjpgUzNUOtzK0uxNW4x4Jwt3zV2Ddsn30Kp1tqU5WxO2em5/7BLtnz+hsR33HEY1g3nEHeWV5WCiNyWncRvVESbS8lN87Qebfn+rioCR2S8qamQpIKgY2VsNFtRwoxF7ZmrnbsdKW+xQTYYpUtbI7Qx9J+8AYEnI5qCZsYQ9govUQss+QN9jOw3mnIK9y0LnXt0SLHHRI5rnbS+p4ATrGHkCOTkh652ycl9FaAW3zc8vsaA7Pi0evleQQlApvALCOQJC5fahy/byu+0fK+ytvghmU6u/i9rz99i88Z1EA8lt5JDkwYZ/p8z9PxwtA8yaMj/7fH88pyNn/RQTr8iJR+4MYs84LT0kwLouMGGQXDpRv2SXmeYpFrXEKxiD9gF12GcTIbHcvtcecNHCTRW4x5zaZTE0LpP2IkEjTBLuJ1rX0acBZi5dOhcDNKZu4VXGj0UnWG09rGmqvgZQCmjLdT5hVS1tXpNZhuxp72iokMahg16IArwhKt5MuBp2HZDBJSPtAd3YKj56RYszzmuDxVMbjbYW31Qy4jLEQAqEXXNeQHtxop8z5Qs/LMKmOorYKoJ7utFMlROSixwTR97OokClhuoqnP/GzvPw7fq1qmm4m/Y7Wba4QJfYXz/CP1/jWY1YV9qzNhnKTzqlT1B3wpEyGKnqNai5yjoxJRxN0KWEU4Ooc4hLGGSqp6LwwxoGF65iShnNOKTCiQmkf4/w8WhVOHwSTGdSUUheoDsTowo83FJM7SRlwGTCLRt9XuaYaD13CnrTKJGzGXH4xWmLd7MEa4o3FrWo9l/tJvYZO1B3YGkMlQvi5C1y+7k0WaxprtKOI7HnkwbWeuFCht5oxrpALwVSqX6JTsGXHA8gqgZ7UBrtuWfQrhu0A3hGe3GCAod8x9jv8a4ZNf4WxBtt2bDZXrKZI9UWv6G/yWkvHJmtohGPWIIPSAggak8+l0S6jlbKgUrqWQt6g1DmtPZd4CiiSkJTVdWArLZFJFMJ+wognuUTs1Wpgtx2Rh7tb9hAYFNAMxb1Xv3fbegWw3qp1AfoR5pbvcp0cA4YCeErXUcEEjiP9jBwA0PMdTmUjdtyJ9DpTvCPQUnBHlNuvX96rMfp+5yiDW2jmdumqcs8t2kd/LyxOddASlvfr/OeAfgZeD9w+k+d/no4XgOZNGP/ln30457dkjUYUZKk7YVO0AqV1tXYHd09ndFd/M6p/ROszANEdmEkg3mJtdahkWaMdDKV0ZXOez6JRu/9s6y82L3he6el4rWGIfoKbq6cs/ZIoidrUOuGbifvty1Q4Vn7JkJTOH2ViVa3VjMxZnaSHoO9xm3DnSzVgE110TO3U4KtymKAdVmWHl65Uq2NOGhB1KRYBOs/qbS9ztrvh8eVr1NYjIkQSS1tTOzUi7GyHtx5BCMOISY54s8de7XEvrZV1qJzqasqEvgvIVa8go8+W9Y1XdqhyGBGq1YLdk6eYda0LT9ZAqcBTJ71+2tN+6inubKG2+JXDrBr1VBkmPSciyC7ojt5mjxanC0oaJhXZFuo87+LL5Cz5taT2VAImgljBmUo1RGLoU6/6JltThYk6ZtFtrXoYipHcvNPlQPkXLUfW3IhIdrY2umgl9LpyVn1tnMX45rDGDAFxGYQFTYRnCqRJBd2yqJGHW9UavbQgnTbYRYV97xmhD7jrgfRki315pWzElGa2LmaTOJO7/Mi6HrOusUkBhV22mFWVtWiaxWXG+lbJxDiLaSqq1RK/veLi+hEru2DplzzZfJKlW1CfnNEGZZakcizqDn93jT2tVXs1BHXpngLsM5PnFAAao+BPRH2kTJuBurea0eWUX0wZuEjWukmIxKzRyndkPUiCfsKetVStI0yJNERCbo03SYi7CROF8GSvm5WmmCcmLSeJdlPOIukMDIxBjRVrf9D/CLcYqFvMTAEMRS9TEE1Z9GcgcsTQkH/bpfxU2r7LOPayeR6szH9mtlIyICvMz/yaR2zNzO6Qr/P8uKItgkN3FkevF9Oh3F/eSxKm/nPAg+bF+EXHC0DzJoyLn7/UUlBUB1djLdJWmNy+bUKCNteyMyVqSqZK5TBbZXeAnFjt5h916ciR2uskWntlfTJ1bWBuOZ7r6iG78jYVSEKu+xyz4GCKLBYnpCGQiDjrEKmYYuBkccrl5glLuwQxTEwYa1jYhTrSGnTC7yLp2Q6C4O4tMyul702mNE/2ssuCyqjGeWmYsE4zikwUpPO6cHYe9+5zXtq9i5vphtVUcTXdaLijcQjCiV/jM/1tjCFMPYbI9umG8/Yc563unGuLzYseUbSTZTsqm/J0D2QgUwSeqxp/mTS9ez9pgnbWTLCfiEkTl4c40u82+E8904VrVaugdt0iV3LYbW6medepYlGjouL9mN19JduwM+9gJQtCMbqgi7PYZGl8yxAH7lTnbOKGXdzTp55JFprtVYCTKzqJsr1GF71YxKzo53YcfGvI79ejJoQiKt5NQpocttISVhrCvFMWAXl4rdfqGEiTxi+kJJhmp23U+fExqScLApzU2PsnxKc70mWv7FblFJRcD8rIODOXILEGFhXmNKlbsgF73sFJnc+Rwa60Q4ggCuTyQmVqj2lqOt/x6OoRdWdwbuK8Osdh8eslyxSJ44R0Nb5p9RquHGaMGisQIrKZtDyZQTIuA9ESh3BSqfalgGN3pJeJev5JkEIi9EHZMmuO1nKjIvXG0awbvDO4xucgykTYB2QImH1g6id49SbrwrzOJy4v8lNmXZrcaq2KZBgld5EdaasKQzGzGQUhcGjFL2Z25ZopgY4c33Z42oH++UVYAMNtADIDnGMQJq8/xHxbBlxyfLscDuSdaqzKfbPfztEx49F7zF9Cv5v4nBgvSk6fdrwANG/CcIVpEJTBQKBXm3NqhwnZ8A0DNuV5IW/ThqgdN3OwJTpZlUkr+zrYkuScxYbzD1Q4tOEmybtvZlEiMRKHCdtUhKsNznmc8YxpwGBxWWj3cv0yvmkI20SF5aRSrxdnHJWpGGXCjxN+WSFTZPepx7SrFfbllXYS5UXSRAUVBIcZcnDjVU+62hN3A2lR4wXsmLSdtFI62J53+Pe/xPvqL2X/6hPGy0AygjhDLTVVXTEMe9rFCSTBjZZ+GnRzuFZH4zRFnHOwyJ4gU8qJ09kobjPkxHGvICImzFrbhQcZiE+3asWfEulmJD654Wa4YpSJSGQ7bFlc7UnbAZfbZk1TYdpJu5REv/dZMJppc013TjDpwlaGMVkkSlI35FwOkKxdqpyCSGcdblSAsY8D27ijCQ1dyoAZFNo6i5F0eI2QF7vC5lWZ3cixCVLaYveZUWscMgTd4NaOdNXrQiwo+zhFLa3u8+KRWSYZ9+p0G/QxtniulDBVEbjXYu8uiJ+4UOZy1SBjwNyMpMWA8RZbO+0EMkDW85AEu6iUnekqXbCsbhJsaXveyiweNdmsr+46TuOaYdzhTUVttRyEt1S1Bq8aHHa9UDGzz+naUbuspJ/UE6epEKNgWckEUXbyrNUSU+sxbdaO1dmt2Uo2UxREEjHk3DbvNO7EWgWDU8SfLcEa6pMWv/DEMbG7HhgvdsSney3J3gxwsc/mhPl7bbwKz0P+veXvdl7IS3nxVqVGDi3Oha0oF2Isd3BgXJAD2yEcNCgzK8OhHFTAztz6zW1WR9IBXJRSVPlvdiw+en3K6+X37I9YmgKUi24JObz/wjaV93t02Hnk38c0PieqeYsOPU2fOSj5PK443U7HeDE+O2N1R9NaC2srISL7kbQdkG0Wqw5RyxJj0G6XUbQ00wdlb7pKF4SSkFsC5eBgM1/ac8mtn2XXXCjboqvwVneOVaZiM6vh2kYX/6DdUt56xAiVq6lOT5CQ8DZnzQAnfqUaDpmY0sh22jDue6YnVzy7eMDw7EqN9epsjw868WQ3WNrChJTIgBHpR8LDa9KzfXbzzS2slcO/vKL5kldYvHyPs/U9VqtzEsKiXdFPPaNMsGw0K6lToXBbL7A57duIAkEjysKo78uE9COyGXUxHo6iD8bMcFROU7HHAZ71Cj62E5sHj7kcr4hJIyw2YUPo90gfMquBCp67RiMNQspOxaXzyR52pkVsmQGOTIEwTEzTQAqRME2k3YQkIYQRDEQR6qrGVRVt1XFSrVk6vdZi0utJpphFq/k158VADv44UQ7+L0kUYE2iC+L1pCLpLrst1xaWFelyR3yyOVzk4UjIbLW0Y3K5RaZI3A+k3YjsJhULP94hr21VG+YUwLj3nMKyJj681iTvXdA/rwfSzUDaZw8Yq9oPZWkazL3FHEdgaodplNUznT/os461HJXDLzuW7Qm1rRESQxzYxq12Zhk0PsFXuPOlRgTMPiVyEJAeswdldRZUmHze6fMWFdJWuDYzNYaDB5JkUL0ZYTORrnqmzUjqAzzeKWizhjBEkjV0tecki1TTsx65GZm2IzzaZZ1MPmYBNcXe3xk1Kmw9LBvV1ZQyVAEd5fMUJrgESZqjxX9uRsi3uSM27/jasuZwuxwd6/mVc2Zi3mA8f9/MxORjFc0Ox4/Lr1HuK+XbqGygkD/HXF5LzD41r2N/YAqRF+P149u//dtVxnD03xd/8RfP9/d9zzd90zdx9+5dVqsVX/d1X8fDhw9vHeMTn/gEX/M1X8NiseDll1/mT/7JP0kIn/0S3wuG5k0YL3/hPX7hv7x6uCGpDwT9hHh16ywCPjN3eQSYzDxx0wdtL/YWuRqe2/3or1Gs0vIS0B0P2s2jJai8SJdJzOsOWaagjquPr7HrheofRLBVRQqRBodftJhlQ9rscLZiCDta07CsV/TTnpu0wRvHNuxIoqWuy+kSt7HUr51ohIG3iEV3jknFrTROPUVqi2lr7DCRdiNu0WCW1UHaUTaHdzrdeZ8vWKWX2W+uWVQLqsWKzaufovENsTXUbYepPOthTdMttauEPI9Ncd4sSszCyzHBXkXBuNxxZIxS912FvLZhvTxjfHZDe3qKCZCebrmerghxzGaojr3sGceeJkR9nbIxzTob6TVbR2w2XjM5KLEsHAUQBC1xTWkiknBiiUbA1vhoGWJPZTwVVhcqZ3GmofNOjxtAEOIwYHOkhamzEDRqic+IQOUVS8GtaAJyKUpigl1QMJqDFW3tSEMiXez0+8l6FcEg/agL4qpVlkUgJcEmNWu0Z908w8g+IN5h72pXWNko+/feJf6ctnKbVjv9TOOQ2mq5p+jMvFVw7zI7YgwiCSP2UMJoHKZTt19NMM/MkHeqpakbwjRBHLlJGypTkaYJq+596l1kc65afr5eH/kaKeGeZTEUoLEal7Dwykx2Fa6rNK5kngCOVs9RwyZJQhoTduFJF72CybOWcDPg1w1hSoxTwjtDvOmRy560n+ByQC72h05Jl5Pispgbp5Efxhls5ZBKfaq4GY9asI/AWAEB5eI1cnB3Pi43CcqclHNdxLlH19IbinnL7cd/ziCEo2ObAwif9THm8IAivM7z6VxiK/qZArp8ZrlLt9vx+49JAfooB7aoDAPhc4W6+GUoOX3wgx/kh3/4h+d/e3+ADn/8j/9xvv/7v5/v+77v4/T0lG/+5m/m9/ye38N//I//EYAYI1/zNV/DK6+8wo/+6I/y2muv8Q3f8A1UVcVf+St/5TP/HG8wXgCaN2Hc+YJznRijOZSFRKAfFdA0HnxU0afThZAoSKvGaCVzxniLPNlp3k9eMIon1S1BXJ4AJERdpBt/uGhDzN4TOmFI/vGbttbOlSnqsSedvJ1zmOw/MhltB9aX0+MFUdfdKakfysV0wdItmSTwdLygfdThH5/iXso73crCBFIDo5q0iUXN26JqNOydFea0PZynIJiFLi6SUC1H5Vg8BFN5ZDPgvMd3LSaCvbtA+kAzTrqAjfGw+8wTb9F5FC3MLICtbG7HRZmxhUdCoutOlJF4ZyRdDaSLLc55qlQzEqipNPbBaRL0rEkS1XSkQcXApvJgs4ldQl8/5jKkc1n7FAkF0EjSeAHAU2XLl4CgJaGFbaGpMLWW2RrA9U6fGwN+mJQtKnqcot8Rg7Hp4DtTFreQr4mUDrv+2qvuKIqC74sbSmilyUCcEJEb7aYxbaVsDlCfNtom78FmV1uNsDDw8gJeWmIXCqxSbXFfdl9B5OOtXos3I1LnbKegieVirXZl1R68HDKqJGvLcsyDaTyyiOpQPDrdRIiWW00ObayqBkmJKU2s21N16bVu1rsxZq3KUOyA9XdmuiovomXhzwzXqsasW+2my1YEtmQ8hSPdUFmQhwjboJ45fSCdtHCxx75tBY93SOeYEoQ+kN62pqkd8YmygOwiXGlUBqtaF+dSSi6bltpjFh5X2KvKkawhFB1YLBPHEdtR2pgzwNYdUv7gZbKJwPMdzcedRcf6lIJcngcIxwLd5wHFMRNUjnF8TDk6jzPrIgdwZY9eN78vQQ6dhOX5zkEVj4AQc3epHPvavJXHLwOg8d7zyiuvvO72q6sr/v7f//t893d/N7/lt/wWAP7hP/yHfMmXfAk//uM/zq//9b+ef/tv/y0/8zM/ww//8A9z//59vvzLv5y/9Jf+En/6T/9pvv3bv526rj/zz/LceFFyehPGO770FZ1ES0hcqWcnIES1+IcDlZ3INLF2DZlRxYGynUif2oAp/hS6OJlCtcakIAbRckMOVARuU8ClMWFKCl7GoDv4PInZusJ4h689tlUfl7DtmVxCJDJJYEwjIWquU0vDkMY5KDKRqIynTwMPd4/YvPqQ8cnNQbtRnGDD0cJee2xb4U469XNZVioWBl1cc/cMBuxJjVvV+Hfewb39DIDFySksa02YXrW4uwvc3RNMXWlJq89i3EWln73PCdVj1CRvEQVbrZrp2c5j7i31tpCwbUX1LMGYkIsdpMSqPWXZnND4Fmccp905rmuJu16/h+xxIc5k/UjQ8laImJBI+0GBTkykEElRbe8nmZjixJRT0QfRoEuH1WRmW3MTtprvZK0KXdsa29b4rqHuOpq6wxhLmgKyHxQcDFrOlBB1YT1OTy4C0rLIhXwtllBPUJNDa/RxtQZJStkFl+Nk7xzjHHbd4s6X2JdX+HedY87U+M6+coJ73xnm7SttcV9W2HWNW7f4V1b4L30Z94V3FTSEHE562WtO0ZDN4+CIpeTAMrjD+6DOZZa57HTEpjirxoO5bLL0S5p2MbMvGGCcSLkkLL1qgEwW1Jsueyh5Mz/eNB5zWmt5Lkc62BKXkRIpKEiSlIH1lLR83E9Mj7fIzYD8j6dwNZI+dYM8uNGS3GZELnqGyz2bpzstaRqQy+yGfKfD3Ou0zNXktvsmf+7O47sK11ZUrac9aajPlEGa9VO57HsY5vacUQDDzIwczSlbwA5zAACpyUlEQVRlA1Xatcsof49H/z5mceaXMs8JkTkCOXL7ucfPmb9zc2tOm0u4pYxajj2LgfN8UtgdZw7lt6zXK7eJ/f+v5fD6+vrWf8Pw6XOsPvrRj/L2t7+d973vffz+3//7+cQnPgHAT/7kTzJNE1/1VV81P/aLv/iLefe7382P/diPAfBjP/ZjfOmXfin379+fH/PVX/3VXF9f89/+23/7rH6mFwzNmzDuvudMNRRJsJUjDRbGoKCkqbKpXn5w/iGKd+qhUXZMJOTVjbINxsxdEZJ3LVIATcq+Jn1W6Lf+6Mes5SnjVTQsKc4/cpMndvEW0HZlBG3rHCamoceIhkD2qaep2ixWrejpaWyDMYaVW2katvE4E+hTz82DB+ynHS+v1PHVNB62vS4SldMSlNXPbJYWs6huMSpSwjwtOvnknZhdN8pWeUt1fpJdbFU7QUzYZausdcy6lWLeFzP7kKMM4tUOt+4wTYVtFWyaVQUndV48DH7Z0T98QHq0RTYjpvZ0qxPM4HBTxbJbU7UtMk6k3YDsRjUOPHFaAiriX6MF+5TQ1t8hZ3DFRBwGpnFgiCNBpkxOTQjQkc3QnMU7DQDdxR3nuR2eHKBpnXY1mVgpqA0RRs2IKi3yJukioLEQee2Z0uE6mcsr5uAwDHrubo4Ev8aoLstV+hrZsp9i3R+ZQYcxwKrRzxAjss7xFlm4WbU69aSQsJ0ntA5iJH1S2SDZTTmpPhsuzh1DcqT7KL84M/uPmMar4/MQ1QMoJV1krWYsmaqiGRt80+AXXda3lAUzH25KWYTvZpBnsuZILBrvkBkak/2jxDJHc6QMHFMGi4VxZVCNXNoHds8uWMaW+PMXuLedwVPB3l/j2kpBz72FYs5+0vOMUVB1r8K8fYVfaYRG7HPrf62bJ7+o8F2FrRy+dXSrmikkxpuGMOUvf8p6vCAKhgrjVOaj2ROCQ4mplKRudR+ZA1NQAEgpGx3rjpDDcQromLuSODx+BiBHr09+fgE5xxs2SQcQVDaF6ehxMWUhtIU4HQDx81lUM8gzhJDwb3U/ms+SD8273vWuWzf/+T//5/n2b//21z38K7/yK/lH/+gf8UVf9EW89tpr/IW/8Bf4Tb/pN/HhD3+YBw8eUNc1Z2dnt55z//59Hjx4AMCDBw9ugZlyf7nvszleAJo3YWxuBk0Wzr4a1lv1H/Ha3kvrs3ZONGvEGN2t7dTATboKnuy0vbiy2qFTDl4mxySH9tkxi4ZrfxCeli4AZ/UHPMXDj9jZebc2705FlN2IiTSoz4kE2MQdi+Wak8UdzE4zlKwxnFVrnk1XnNan7KcdIyOV9SRJ1K5m8/gp+089ZtF6zMsL5HpUKt/mMlxmbDRp2uhiLKILkaCp27ZWQXFUYaqtPeGix5wudD4bJ+yyU/fTHhWF2lYzgOocMQGzMFfGqOe5n5BFg1lZxFjcsoZS8roekRRxVYWERHx0o3N55bGVpas9nZzgXzqBumL62EOstUxPrrFdhVlWpDGQhok4DBjrsFMkpJBLJap5MGMgjRNDzPlMErDGkhCsqCusVjcstm1oxobNdEEYR6yItlG7StuLq4hJFVLHQ8dRKR85O0uSZt1BEDShuSzmWVDaaLlzLo1ZtflP+1GvMW+wpoIxEK92TDcbZbeaSvVHi1xmuRlVk+Ssloh8dqkNEfAqxTC5LdsaXYC9ox8jto/Isx7pI+Im1dP47GYs7gA2ynVbdB7l35Va/kvnNZQ0WIQ4Axpbe4zpFDh4q07IWWcDaLs8oqWlvOAbry3liGCM13U0yUximFmQX0p8B6ahlLFKzhVRYDcRh4mbh5e0W0F+/gnu3iqzRAHaFnO3wzeOYcibgJg0H+uVJfU7T6kap349Q00clRZxi4p6VeNzenuzbOgaT+UT+1VN2OYEe59ZNziAiPKGCxiYRdXmULY+etjMeMwiYjmUgEC/o5iO7ucI9BRgksgXw4HNOWaWj1+v3H/M3BR2G2Z29GC+Zw63pXzNu9zKXhuOtYgHTxrDOAa8/+yVQN6U8VkqOf3CL/wC6/V6vrlp3tgl+bf/9t8+//3LvuzL+Mqv/Ere85738L3f+710XfeZv483YbwANG/C+M8/8jEFLiEhRaDXVZm2zwAmG71JArnYqQFbBiDmWa/dTsXxMuXW7nj0o54FdDqhSpU7iUo9vViQZ+MtnSysPrbRoEa1v9fdpmlqRBJyo/oLGyGFwP3V22jvnpOmiThqwrXk3VVnWyqnO8VE4ipe442naTqoHDdPn9CerABDfHCtG2lrZ70FkHUnKOBKgjwblLGZkt5WTOuM6mBkN2kCcYgqPM36BQlJ068LI73MjIAh79RRF9Z+mncoxtiDIRpg9mrfrztEhzOOdLVToNJWWF8hlcedLTHnLYyR5MGaini1IT64IsbEMOywUyKOI25KbNJAipGFW+CtJ0p2EQYkG49NEkgpYoylNrX64MSItRFb6XuZJLDb3+C3C/18lQpkU5WwIZJcmPVYqluxs9dNyQWSOhw+v7PZGycv0FMCp4DBRDd3ncWrLXHfY0OCM4O5CuyfPGU3bamqFu+0HCMpIZcjBCFZo6AL4F6n72cyyBiIlcXVFdYYXKV+LcaC3F8x9AH5b0/galCBcVXCNkNuo46A1Vwzl8HHLFI1YJVZMp2HvdcybCl5Oi3N2K5WzUsG0ibKweTSq27LILfCYlWLkfVQoFqWkDvExqRC5GLAaI8iEQpT0YeDtismFm7Bz/zcT/Al6y/SeeHuUr1tkuDffkL79rUyPTdj9r6xKko+balOG5rWE6OWsOygfjn1oqJZ1Fhn8K2naz1Vdn2uO0/fevXqEQsp3gYNZRSgUsqSyEGkXz5TYVzgNmtzzHIJ3GYR5Lm/yoEBmp9zxNI871FzLAC2x7cdMUHWKvgqouZiupR1azPbW0pLRxitsB79dmSxeGsDms9WOOV6vb4FaP5/HWdnZ/zKX/kr+dmf/Vl+62/9rYzjyOXl5S2W5uHDh7Pm5pVXXuEnfuInbh2jdEG9kS7nlzLe4tza5+b4+H9/BEvNbLKNxyxqTWZeVPOPyeQyEjcj6cmOdLnXVuKLHelil3cUCkhmJ+EyCkWasujNOXUGzpMXLoOEzNJIyOJNa5S5aH1OUNbEXtPmlts+zPoVI+pAuzg9w3UNDkeqLFYMSRJR1LzMOseyWtCaFsiVoxhZnpzhkyXdDMjTHenZRlvW92PemJmsBVEwUgSUMuTSWSkthDTv5GVQ92VTOeyiwb68xJy12r7bVdppUnkFOes6e6xkb5QkmLLbrTOOj3nnWVo999k5OCbYTlTG62OEuXPJdrW+XindLRvCvsfX6l48PnhK/+QZ+35DHAYubp5wcfkIM0USiWnYwxCY4qiiRawGiZqKQUbGNCJGS31hmgDBivrQhBS4Ga8Zr240zygLXecuLe/VN8e7g9lZSKQxl7n6kXgzkDaq+UmTskYlbDENQTVDQbVZspuQ/cS02zGOA/FyQ9oM7B9f8HT3lP3UE8eR/faa9GxLutgTn2xUt7MdSJe96lGK4+6guVlpSqr1iTKvX9Y56rOO6pUTzCsrBRbbkfS0RzaDGtvl1m52kwYwTrl7cMzZSuRdeGX0O2pc/n6tglfnlE1aNdhFjWlq7LJRlnBZY0814LV0HhZdjMmMhckOwLbN11DKrMuo5S3GqBqpKc42Coi+T4Z4pO8AFwwvVXfBWuwra8xLS/zdJe4Lzmm+4JzupMHV/iAwtkb9gcYcclo5ulXD6t6S9qylWTd064a29TRdRdN4aq9sqjGGuvZURdhcfl9lo6MT0oH15eg20DlhBjjc/vNY33IMTso4Lo/MGy0O4OcYEM1+NMfPP7q/gCtnue1jw4F9zKd8Lk+WHU4pY82vJ2/4efbbkRfjFx+bzYaPfexjvO1tb+MrvuIrqKqKH/mRH5nv/8hHPsInPvEJPvShDwHwoQ99iJ/+6Z/m0aNH82N+6Id+iPV6zQc+8IHP6nt7wdC8CSMlwXYVYgLWWWSldudaOrJ5kRTMNqr2Itury5h3Fr60+maxoTUaXRDzBJK0XbWYdpmyKJcNTlbtz4JOkdziSgY9drbmp1H9imwHfQ8hzhoI3zaYVQMipKQtzn3YkPKWyGIJMlHVC6qporUt19MNN/0Vi8WK5fkd3L0T5KbX9z4F0qbP2hWPnNTKIBU6eX8I1ZMs9LPV0Ykt2okosNQkYans/H6NVYrfdNVBdA16LvaTlnzaam5bFmPUzTXmY44ZzIyifjqVw5y0ueaumVtmmUM6ozJIrm2Y+gFz9xx70sHDp1TB8OjqNVamo0871v6EylYkEk3bYHrtatL2Y/XJcdayRF2WbUYjQQKxH/GtyWuFsA1buv019dMOWTTKwoQSs5E1UUn0MyXRcFJJSB+YYsINE3ap4NP4bAtQRJWiXU2mN8r4RUH6wH7ck4aBMQjt48iT3WM1WPQVm7Cj348shlPS5RaZgjpSTwmzHVXTtQ8Qsx6l0uTs2CSsT5hogDSLc92yxr60gO1I+rlLZDOSLNisJdNYgVyCifq9SNGzlPZjZ7U7qjowGyYkSBacVzBS59hTcYhTqwS7qA6Lbj4O2QJAv5Ic+NlkYXuv7Az7SVvKLZAcyXBoGS7amSnODJLUDjNFlm6BvbPEvW2NPWsxdxfU7zplcdZQeUNqPEPjGYt307M95rQh9gGzbnHe4gFDTWoiTe3xzlJVjspncbJoSc16i2vdoa35iOE9TFzcFvIWUHALYGTm47jt+vlyE0fHmW86KvGUEmEBGc+/RnkM3AZMBZg8L/6NouzLrfdhDiDpdQJjef3f8/F3m88Bt+D/zV1Of+JP/Am+9mu/lve85z28+uqr/Pk//+dxzvH7ft/v4/T0lD/0h/4Q3/It38KdO3dYr9f8sT/2x/jQhz7Er//1vx6A3/bbfhsf+MAH+AN/4A/w1//6X+fBgwf8mT/zZ/imb/qmT1vm+kzHC0DzJoxu3bK7GZQirtDJNFowCWOOjbAUbKh/B3MXSulokpB0p5mNsWSMmucUmFkUcVozMJjDZCzoRF52Qdl/5rCTyjONM+qNk0St+PMOzUjmDlYdxjvSfiI6wVxPPAtXrP0JIQVq22gyceVYVAsWccfe7rkcn7G+PuFktQDyApON5nQ3G3UBaTWskqgOwOmyx1ZOdQxJMJJIMc0GeTJF7bzZj9i7qp0xub0Ya2ZHWwHY5s4YUTGrSSj4ySUOibl7JQMixmxMB6RBk7xN1yhIMQAajkhbaUt9El0sbF7kYoIQqe+cwpNLzsyaT42vsnAdzjisOGrbYmuP1LCQhs3Tp0RRHx+Px1oFFw6XN5I68ZTur8bUTDJxPV3RXXcsnmqn0+y7A/NiJEkgaBlLUiJue/ahp/MtdX6YzdS6pHwtYqCPmvc1aWeU7AYGOyH7PUkSfdizmW54e/t2Jgm0vuW0PWUa9vgYsevusHg32rlmdkG726zRKAhrkEWlLMaUu7lMIk5JP/OdFjOsMENAfvYCuUjE615LiJ3PHUeqH8JbNWzE6kJb9GHF9qCy+qe3YCu9Tmo/i4xV3JtLVJ3Xn0YC45hBK/k7FpN/V9Zg1g3iRwWOU1J2E2ZNh9j8+5rikV6FrDnyiHVYLHbdaSfYuoX7S/xZqxUea6lq8K1nbJ3mOD3aYk8bwtXAdNZS147KZyfwylF7g7WW2qvjdygt2qJ+Nq7yGnrKdJshKV2ThZwpC72xh9sKAClzx/GiWNiONB/wueNwW9fyRuvpMUsDh/fn3uCxxwaV82txADn5PmNyBtbMOuX3UDqiyuseiZH7/ecCQ/PcZ/9Mnv//YHzyk5/k9/2+38fTp0956aWX+I2/8Tfy4z/+47z00ksA/K2/9bew1vJ1X/d1DMPAV3/1V/P3/t7fm5/vnONf/at/xR/9o3+UD33oQyyXS77xG7+Rv/gX/+Iv4TO88XgBaN6EcXZvwdNPXukEHJVyNnAwVbNGf6iBQ9kgpAxOTA6jJAvrlLExNj92zL41rpjH5bISgp1rw2YWPEoySs/HTM/brEkwBrZj/m1Izo7KnSxFu+KtLnY5MG6Y9iTUQyWBLghBsHVFEqjGiqVbsIk7HgwPqR83dHfUZM+sF8hmj6mquWXSdOpHQlTr+nS1xdxb5xiCPMFNGpeQbjTZ2TiPbPdzN46yDIAJID4zDAHZ5vKZaBqyOINdNgqQKk+aAqbNPjki6mabd58morqGrtJQRDWox6waUh8O3WaAsQ5fNcR9r6XFZYPvOpYYTuI1kcQ+9lSmyixKpedrUNO9EAIxhzklEZxR5sAbr9omDCmoNqOxNSkJkwSuxivayw6WcWYTBGbNgOTvOxGhn9iNG27CFokRv/W4oqFycWZ5DAbpsx/SYDSfaTMgzrKLOyYClXgqW9OnnoVd4OuazXCDdZ6z5UKv+aTMnyDqiD1FDOpJY446f1Juy8eAzZ1Y1llcWxHuLTQHKiTSa5tsTxCzR0zC9gEqry69Rn9bxubVr4g8bS4ZeW3Znn8bllnseywkpvG6OUh6DNlM2a07C4izFkdLtYbUdMjNiMk5VeZYrOySJryXclhJd7ZozlI2SKTx+j6zvkeiEIMgleCMoWq1i0+ikLYj9kbLhmE3EdqKxjucNXhvqZ3NzV7mIGEpeimreiWTZSQzMMm/41sL+zxZye0SVKFcCvg5LhdhDs0Iz4ON8rw3YkvgIBIWDqWtW+xKYVGOnnfc8WTLbeVzoCX7yhy0h6UDqnzsIt7OjHdhdK6f7nkxbo9/8k/+yS96f9u2fMd3fAff8R3f8Wkf8573vIcf+IEf+Gy/tdeNF4DmTRh3X1rxs8WldQi6WyxgxonS3ClmwWF2e23QSbPsJgVKj60kFS0aDyJZEReO2rElg5myQfI2dzdlv5vG63OoKKnKBpDaa1dFnyduEQyifgwZ2Eimzu0o9LHHYpnShMH+f9n7s1jdtqy+E/yNOeda6+t2c5rbRkcQEY4A7LCduKlwZakkGxtICVN2SpafIKV8yod6yYeUSKVTQpk2OFFJiaUshCXswilRDVRhlZRpkSVXkVbZYGFMJDhxAhEQQTS3P+fs5mvWWnPOUQ9jzrXWPvdeuyAI4kbozKt99z7ft/pmzjH/4z/+fxKZnaxNn2OwWfgqrxhlRMlc9U/obp8zEu3Kga6MYNsGE7ErsHid5Zp2jCEDUvoxiUo+RvIbt8ZfKbOu6qirYzLBty4Ut2xMQr8RUwQt6JWuA9KBO0U0ZpwX3NbIvnqM5FOpqKku3McB//77SFP8mSiox3G0lIErvIZsqbwYR5rCU/L3t8htINw29GlPn3uG3BGGQFM5LqoksfAwFiuFpJnGeTpZ4XIieE/U4vekSue6ku4TvHhSP1oapKjSSiWEZzVES40LcxqOPBqfMOQBhxBOgV0wJCw33gZ2xQjKpRoMBT2cSIcTTXIc8pGVX7FxG8BIzCpKHEfUwfqFh+j51gbwtgjwDclEzBYCh1UvBoVcbS5EyLgpNRJWppGUXtjhVUy+/+ZEvumtlPvqSLpS/MNdCe6lPPNqE4VFhYv48j61ihMrr57Ugx0WuNfj8tXY094vvR1mFGfTTMvYe2uaM+pknmQsS59hHnTrO5m1kPcbZB1otmuTC2hnVDL2Eb/yjNERvLDqAoeuYSwoiPaRfDswHguamPOUiROBtjF/qLH0C3OcIDhf0ESFKcCowV8NfqpLdx3sa6VSJfHWwOVOaXXZS/2sfrRs9TosCcS11UAkY/ewVlbVCZ4urid1O9hEa4m21ApQLX+X98yCFzffj+WzWI+toOP91wNCk5++gL+f9b8x29eUFPxjP/ZjfPKTn5zY1p/61Kf4R//oHwHwuc99jqf9I+rPT//0T7/rNv+D/+A/eNvy3/Vd3/WHdUoAvPTBC+vM96PN8qpgHNiLBQWl8NNv2TTI+QrWjTk8d6G4+pZZRoaJ2BtKKXbJyeNkqpYxtVA/ERppnJUv3zPJeVmFqeJD2jDPdkq1gEghCmNpKj0NZBQ52aCraFEJNmVb78Mkr++9kWXXfk3nOqsQHgfTi3EOf7lBirOyFATIZParjLszBCVWkmdBq/poDuG3PXockXVrAZGWQaeSQZ1MYnwT8bcMMm7TTro0sipE7W2DNI70aM94tSc9PpBfvSa+dVPIyWok22I6qMdxEjDUPhayp6UaQteRHWhU3OUGHUeO+ciYR0YduYm39KknnwY77hhJYinHfTxwyicLfFJk0IGokZgTfe7NDkF80frxnIUzVt5yzzrGiRirp9F+hoimRB5GKKXhQx6IOXLMJ475xHjsyYd+SgFqKroyRasn3xxJ10fGcaA5KFEjnXRsw4ZNu6FbrYlBiXng3oMXWd+7wLUBd7bBnXV3BiGtZoyNh4vOUjsYQmMEYdu3FLRGnAU27qyFF7f4l7bIizvcN91Dzhrk/hr/sYfmbl14PpzS7C8F8wy/PBdWKVXenVAQkdbNhPLOF52awtHJ2LWJpdy/TzOKEVxBeUxDSS5WJh3QyFODpL2bdxzN6/pBaN73APdwY884M3k9xUR/isSSuvNtIXk3zoLN/UgaEjkrKdfUigUtthchlpSoqpZqaJmDmbxAkkTu5irrcU5BArNCcj2xCYHRRd+xIOlOiMpTwcsCFJoJxWXdp79b/j3tN9+tcKp9Vz3madd5VqeuROfybCFqCHRFaSoKrkDKxP697+ekWb/in2/U9jVFaN7//vfzwz/8w3zsYx9DVfnJn/xJvvd7v5df+ZVf4ROf+ASvvPLKneX/7t/9u/zIj/zInbr4d2rf9V3fxd//+39/+vcfNPHo39YevnRmg9belE61cebAWxyY1QFT1+NRr0jh0miZ9VTi6iR8pQVpcGDTzFz8mRyQLH1VgwOPiag5D41Oyq7ajMjRmRIxFO5EgJM3Lk3tPJwhR8Q09Sd9f6DPPdhQBCqW3hYpxFPjfqgoK+lImok5mklhH/HrtgRa3oIFpaTbHE4he7GAK1U+iNr5rAP6igmkpScH/PkG92BTBASBk5kZcrEqpp9xnpk3xj1QtKTZQDtz/aYYduqYSDd7Ysrk6wFOI+k00HSdeRXt2kL2VCM3Z4VTJjcFHTsOFoSGYJPaMtve314xqikrSzZuQ597VkNnRVVjBHRR1ZStCooRl23wCRrwOIIEsmQabdjIhl3Y4sRNvAa7H/aMaPXHwI455kjSSJBAlMgp93T5xCm1hLEp/k5a0J3C79pDTpF46tFsFVKd61i7FaHpcMHTiHI77tk9dx9/sUXGjEgwjY/TWFyf/STgJrEMGpsGX0QnRdVcpsv+1ek0rrrg0OxJjfk7uV1rgdFZW3hTmMfZ40OpMIr2vNTOuj5fZQKgExdDp6CJrrGgxrt5sAzFt8lFJiPDmAtyaIHFrFWjRfupoDaVhF9bnS4W1ENztvdyP5Cve/zHn8c/7GCzggfrgi7ZPlMfOWVPaIpOTuvNSFZBT5E4ROKYGb1DRMlixQha+G/LYAcMec01tbyIEeZ0TYVQyr9FJ47fHS5MXa+26XovAqF59sYU9Cwu/5xSYi67hhIUuUUgVBbSsv16TytaVH+WfJiSHp/SV2mxr3oCBcGcAjoopd5w77kdz9rXb/uaBjTf8z3fc+fff/Nv/k1+7Md+jF/8xV/k277t295Wo/6zP/uz/LW/9tfY7f7ND13XdX/g9e2/l7ZaNaRXbnDromcwJOOmrOeOUCrcW9nqBdqtfYZUaL6kZbTC2KVaQKrnExkRjwYKX8Ck98WXnH/XoK3DjdaZVv0be9nNZZshkQ69zfTHTO48vnQKGkekH7mJN5xSjxNH6xpiHuk50fdH1qOJ0gV1OIwDkjQb6nBzw+psZ9yHtfkkaT+iaWV9aXDmQDxm/L2tIS5ZbdZ83gGmcCybjvSFt8z48qKzwE0VToK+ZfwVTvHObEw2wbg0FV6u13Q0Tymykp8c6WVE3zhw/egttrImasSvWtztCZ47g/1ozs/7Ya6myGqVYVnxZxtyQchk1TA+uuH2ZJo8vfaMGmmccXGktbQfTgij4ybfIEYPJZPJmokkzBM6WyWOd4QsiOvwamXe3oXpcTC/oEzUOKnWO+eRjAn14Whda1VTmjilE6PfzLP1lMml7FXHCE5IOTPmAT/CmAYum0u27Q5pPT60eCfcv3eBP1sbIpTLMxlLBdBS+6VKz6ulAXxrgX3u88SlqeJw1JQQZfhRDI1s7XkWcYaGJEWGhA6tqUePBV0qEgV3ynQbV7YnFsSDcWFaP6t2p5Kuq8fcenvG+jqbx1K7FHJwFfSDOcWrattbVu2UZyWrGjdrP5I+9xg99IQPXuAbjz6/LjpHDt/6KS2cU2Y8qqXmVgF3f2XvxylBtPTU6MXiD3EEVSMCiwUzKSnOT5lr0mB8pjv8E5jPYxr4F+hHRbrqDcnMvJq6fC1Rp9yrGmhM3JhlBPUUOlC/X6aTJv8rphhkupaNW6SoKtn6KVSsnk7hEU6prlCI46Xvu1vGbdv/+J98ifd808Jr/ErW/wZt7xkOTUqJn/7pn2a/30/168v2y7/8y3z605/+NxKPavv5n/95nn/+ee7du8ef//N/nv/yv/wvefDgwbsu3/f9HR+L6+vr399JlPYv/9tfJv7WGzR/7GXrGPcjSDKPnwJ1qrO3VRbli1o4LBIsBVM7XNVCOEyKaHVs9kZGFIVcVFmrCFiFkYMrqEj5vHR+umkmsrKiSN/CsEJeH+hPR2KC7XoHTUCGyDAe2Md9OfTEkIUgSiSyT3u64wbpGkuLYIP4KZ9QVW6OV2xvLvGNmeXhIQ8RuT6Z1YDIJKLnztfkPlnVyWUHZx28sZ8JlM4jl2vkvKMqv+qmgSeDlb+fYo33DMEB5JRQ8cVKQWbX5CDo7cD46JbsoH/zEft0w7ZdMeYRt9/jzzfWWR6NWKspo8eMa61sON8czFOp9XgJlppzjsdf/CIKtLSMMpJIOBzr9QZ3sTGib4CwyPg6cTiD7gxxsfAHipBh8AHnQYdsIaO709Mz5NHQHgzh6qRBEEYdrcRaGisdzxY0Zc1kUbzmAkMLOY6c+oMdX8kyDKNt87w9J2xXuCaUZ8nhtysbIAuJXE8j4otfV1vSN34Onk3wL5GTmidSI9MAVNNOrjHlaKvOKkGQF8jOtlHJtUM10nTIuOBTHWVOo1Tkp7Ngxir4ClRTU7K+aDdVlEvEkM9g6SibSNgIKVrkD/BPze7rSFpaCQY0ZiNBK0hSckrwyi3jb72O/+gDq5i67Fi9cEaKCe8drrV95mIkm4ZIHuaAJldxzTGRTpFYECUnwugUEcU5KXQSIxj78qyYsnC6q+I7BRIyBx71vOJy4Cv3ogYTE0H4KWSqEOvfVla83Ne0us4/S+KwLhcqfy8DnmVK66mmdbt1whgXwVftaxtvSO7i3gK8+OF7nN/fvG2b77n2jEPzru1rHtD82q/9Gp/61Kc4nU7sdjt+9md/9h3Fdn7iJ36Cb/mWb+HP/bk/92/c3nd913fxV//qX+XDH/4wn/3sZ/lP/9P/lO/+7u/mF37hF/D+nWoA4Yd+6If4wR/8wT+Q8wH4n/4vn7ZZ6xBx6xZdFdXVmm9O5acpPkO5QP3oLDEuTDNFKTP6iWyoBuFrKgM0ajPX2idUleDyUhsJEnB+EvbTISIYoZYL8GMiXR2Jh0jqEz2etlshbSDvM0OOZfKkeDGCZUvDTbxhc9qybs7wTUMaEzfx1kqVxXE1XnHx6DHb1spsVYHWk58c8S/sjF+0H2dS5rY1PZB7a3CQh2R2Ap97hHuwM4Xebh6UZNehskffOhFvjvhNa30sYimI1pmKa19Ihgnj7QRHvjkxDCfkLavKWvmV7TNmTsc9zfUGf72zILJ0frof0LC2dFyfkMaqiWRVCMa3J966fpUHzX1uGeh8y6ADD9r7rC4ucRcr5BBBG5JmWmnL5DDj8UQiNvzW/5g76GRBSB2wK56nqmQSWRODRhzCyGCDrzi8mNKyx3g4MRejTlU0KtkpDJHj6ZbreE3jDFnspKXXnq3f0q7WJsrovQW6NX04lvTlmOxZ9H5SQS5Q0aTrojEj+0gKI2HbIM7hmhLMFKQmx2RlzSnbQA53bDIQDKE4xZkzU4XWxgx5LAjknEYS50tqtCj+Vt2SMCOilqabB1cRMfJ35VjUAKaafHo/iS3a5EAXBFudVJbJVjmopxFy5vRbr+BUCd/2Inp9wn3owp5xwG8C4oQYTTU8j5l0KsJ9TuDcNIwkWIAeTxFfJizeidF1Jr8uQ2hUsXSbKnE/WmA/pXnU0lxFVXoKICpisgwGauon5TnWWMYcU1n24nldit/VPyqCUgPyXH/0boWTLj7jqWCr7vfpkvIaGE28H+aA+GlqzCrMZPXyjK3P3tsKwc/av719zQOaj3/843z605/m6uqKn/mZn+H7v//7+R//x//xTlBzPB75qZ/6Kf7G3/gb/9bt/fW//tenv//YH/tjfPKTn+QjH/kIP//zP89f+At/4R3X+YEf+AH+4//4P57+fX19/Tbjrt9L27+xR87W1ontOku1EOdZSSrISKaUSzOlSTTrFHRIW2aGoSA1JRAyXkitrAgz7Fs7gvrCixgnxRUEx2HExZiRUawza4pWx67DXWzohp7j7Q3H4w2tBNQLY7aqJeuHbIDsXMfar3gyXnMzXrM6dkjXMOhInwcum3OyKp1bcRWvWe/PyZrwXWu+Q8WJWE6mrIoXZMTIy1sj8LIf5g4sK/79l7hdW9Rxma/bKpC/fMPp0WNWl+f4BxvSl65w9zfIrjElXC9F4A3YlKqe3hy5+8fX9NkG7kM6IWLnfHj0iKZb4XarkrYwH6Z0tbdBIyVL06lYeuIUiU8OjJKMROs6Gm3w6lnvzvEXG5PcV0fr4FE+0IiVNydJRbF9Rm1MGC2TciJkQweCGFol4srjVEr2xeOdR1LkpD1JEw6x7WtJl4hMNhVZMyklvPOoCOPQcxWv2ac9qxwJLjDqgDhH61skBJz3pu7svQVvzM+ZpoKspYLQiJUOi8PSe648+31E90IqhPBKcq9qxTrqnH6qOiowa7oMagFNMl5L3d9k8zCUkv+QmaTvS1WS1HSG18lxWUtZPzAPgLHwuEI1by3pCjCScFIkMKdH6kSFskuw8xmSIQYZ41rtE4ffeZWLP/tHcLuGvOlou8B4GGl2rQWESa3STiAeR0tzRnupZdXARTdd2zQm0phxUYleTSBcdZ7AizKMmaBCGhLxup8H8VodNFUB6Uy4hRlRWyIeddllIFNPWpnv8TIAqevWv5etcl5qICmLdNXTyy0RmvIuyB3ez3K90rehZllWt1GRwso+r5PHghINh68DUT1YoFpfwfrfoO1rHtC0bctHP/pRAL7927+dX/qlX+JHf/RH+fEf//FpmZ/5mZ/hcDjwfd/3fb/n7X/zN38zDx8+5DOf+cy7BjRd1/2BEoe78xVDsB5Ptu3k4aKlg1bVqbJketFqxZKC5oikxhRSmxLMBI84BU2ls/VQSJTV+dfUYfPcuZQORupMZ5oV6TSjEifmCL5ukPsb2qIWPJ5O6JgYdOSoPR7HSXtaaWhdW3bhuN/c48n4mH48seoasiZa14CYiunGrenpOR33pF45u7xvqYW2sY6+T6WvLAjNrjXuzJAMHm8EbiPu4Rnuwcb4QTDN5mSwYCXve46PnzBe37J9dMHpzSu2H3sZ/9KZQczOQY5z3jwaGuaPmf3pGkTotScPmU2zIWEVRvnxbUG4LKWn4uD2SMzJLAn6aLPbJ0ervupHLtsLbvobzsMFSRNbt6W9f1aEBD165nExGxfJdaViTFCnhBxKaTYsR42YRlK9tq6iEkYUdxpok1W6NZKJmsgkIw4jtj0RRIVE0ZtBiXGkdQFBiCVlBTDqiKgjk9iyNb5O1XXxJkYooaCLas+cIGWwtyo0TeZvND3fm3Ym7Y6JvB+Q3JgbO4tUQVGUJlNI8X4eaJVZVTpTXMTFxsGKOtRjinV9N6eggkO8kWbxMpVK27YtzTfxQcpgKUXTZapgitmey+BNCyrlEiQwoQuadXIjl+DI+wENjv7Xv8T64hz3bc/BmPFFJK8GSzlm0jHCcbTNPTlZAAhWneXFnMRLWlljJqdEHj25sUEq57lUu8YJQ584vXVAr0+z0F8d06YqpUXgUQOerLOI3VTIoIu0TwnyllVJWS2YyIvlmX/d5e6UH5GZlF23N32/CKamDy0g0ZQNMVy2MmE0rk3p+6ZjZkaj7pCd7b6fvl5sD56lnN61fc0DmqdbzvkOnwUs3fSX//JfnpQJfy/ti1/8Im+99RYvvfSHR/bavnTGzZdvrdPbmNCYNB4ovABnHTFjXECoWgKSMvNPah11OxZHasrg4JBcEAdXZNlrQENigi6WnUPOkAv3JpVgCp2Hy2DquWxbuLehHUa88+TTwNif8DichMkR+phOtK5hkIaN33DRXDDowCornbdy7eSUB/4+jQTeGh5x1T/BiWO1X9G0Le7heVHXxQKOY7QS2ErGvB2MwFlKo90LO9w6zKTDkrfX28EQC2cd/PXnv8jh4jHp2LNarZEuGOoDtl7rJvJoDsB+xOFoCJzSiSSGDiQyOx/QIOTTYOXbCSQltPH4JEZuVkXGZJVqKSNdw/34gC/1B6Pf5BP3NvdNS6UqIHeePIys3Rr1kHICZ8J+2WX6POAnBo3dpaSRpBmlVFM5sbQH4IInx0g3zLPVVhvz3RJLZ0UdyZiWTU0HZpIhNwkUQ3+cOCsZ15FGGjrf2UBaxwWREiCKyf7XQbwgG1IIuFrc3WUs5O1SgadejFcyJNQJKWbjktRONud5u0XnZyaDqokTZi2PeUVFZDGLLwNdfU7KYlKreUQm5GUJHliqos58K2KAvW9BZjJqUQ/W04jkMJGqqQVBKHpK5jflyzt3HJEMw2dfY/upj+E2HXq2IqwD8arHtY4cM+NhRPcj6XpgfOMWrgdzkF8H23friuBlqdhLRqYOnU4Vilkx5Fe1kMWV09WJ/rVbS+3mPKMoNVVTV3SlH5qu5TJ4YQ5cpAYqy8CDO5SXmR/DU8stLroyX3NlrlaqraI2S1QoL/q2BNpaeG63sPyO2dLSuZati32XtWhc1RRb2W4xsxyPka+H9gdlTvmN2L6mAc0P/MAP8N3f/d188IMf5Obmhp/6qZ/i53/+5/m5n/u5aZnPfOYz/JN/8k/eVWXwE5/4BD/0Qz/EX/krf4Xb21t+8Ad/kH//3//3efHFF/nsZz/Lf/Kf/Cd89KMf5Tu/8zv/sE6L57/tRb78m/8Kv3lonfPCW+lOeWydlSpMZY/VGTYruhcTtvMOcrNQuywl3HVgr2/75M49dyA1Vppmv/0itz8Z6FFk3c27yCfj5MSsuGGkyy1r33EbGxtoSypkzJHkEiu/JmaDa7fNDu8Cx3yi2+7QfmTlVrw1PiK4wJevv8SHnvtmZFMcsgs6JZ03dKb655xGSy0dRuMO3OsslVFnxOrR4s+kosi2ZeM3fHF8THh0zYP2AafrG9avrgiNt/PrTINHT6OJobWBeDjgxbP2a/ZpT9TIdbzBiePMby3YyBnpR1zwEMytmdNoafl+LEq42PGuAu0Qebh5nqvjI5x3tPcvpr42iyK3A/GNa7qwMmE9Z2X3DseJEw0eJ1bD65w3wme2mXrShEumwSPOEAzN2dJJCitW+DSjPFkyY0r47OjojJdTeQl1EA8OL4G1WxNJhGwSA520BLEuwrzAFgHMYKaTWtIGUtI0BCNMaywD7PUJGo/vo6n6OjeryR5j8e0KMz8lZePHiAARopsqy3Q/mrBhGcCs1DvNnLQpGCkv4mJ81BoEOqhmlVOq1uk8aE4VQOUzx8S3IdqLomMGjRMRdnrHavXb1Qndj8jKF/0dx/irX6a9OMN97KHFCatA3I8FLczEWyvfD8dEuj2Rfu018mGk/fB9NGzsuiULDN2uRbHBOR8jaRUJOdxBMbIasXg8RYZXb9E3S3l7rryjgmxUf7hpjJO711ApecOCXi0QEiqvJiemTmQKhIS3V9MsAsWallJmVLkGpk+Tk5f3Nav1g1FnBKkGVMtxumrQ1HMsiuATD5F8d/sp03+9pJyetXdtX9OA5vXXX+f7vu/7eOWVV7i4uOCTn/wkP/dzP8df/It/cVrm7/29v8f73/9+/tJf+kvvuI3f+I3f4OrqCjDPiF/91V/lJ3/yJ3ny5Akvv/wyf+kv/SX+i//iv/hD1aJ5/uPPGSx9PZB9Ed8qrr119mjFFr7M8FjoQTC/2P2IHgziV29GezbLtwEGoDpX22zSfs/iSYUs7GSCxicDzOolVWa0tUNxrUfPV6gqoXGsrwOnw561rnnIA0LTopoZYk/SSJ97NmGD9xY0dO0astCNLf5sTYqJNnQ0qWHMI6fYw7qdYV+sc5KVKf2CmtlfBoYB+mxO5VVSH2x2f6Po4yOIM0fibUtYdVw05xzSgVaM46FXB3LX4i46S3skNfuCPiJD5nC8pXENa78i5sghH3BFL2jUkePpwEqVsFmbUF3KqDb4xuG1IddruW5xZx35NKCtY5d2xKFntzkvVgIRDQEa4fTqW+g40DQtXVghRBo8vY5IEtStjMgL0+9cBoOUM0HypPZspO+CNqjJAbQ5mOaJWADlh5HkTZTPiyM7M74M6mywajzt2JB8R9BEkoATRxBv2kJl21OgnUwXSKpOSZXJLxo8Gi3FmvOI6yNZBLc293ltvenVgG2vNXNUBuON6D6aq7b3kDyEjIzJAvGb3lKUDiPUS57Jq9PYKZbycJRKJqmflq8rirWY9dcJxR0SKzPyWRS80YSOZX9jNjmoYsFRDT7z7Uh+49aQgG1H7k+4piG9ek37pz+EW4XZcqG8d/kwThOVoY/oG0fS7zzitL8l3NviLlboqpzDusWfN6RjQoeRPCTSKZHaSOoCGuwEqrbQ8a0D+fW9eZs57NiDK2khZVLnnQIYnUm6tR+qiEgl8E40r6eDwHKll9dwQlaeCjaXgePyBj0dmExE43rv5vupJTiyXdj2rBKNgmTrhFRJVxZMapObiXBsx6JA7L8+EJpnKad3b1/TgOYnfuIn/q3L/K2/9bf4W3/rb73r90v4bL1e30F3vlbtxU++CCLkJwdchc7XwdJGRQtGSnkm0VJH08tV3dhqkDEkIwkGhxCgoXQshfToil9TsJoYzTo5bE+ETdSEwcYF0W8yrtM5/19ecukC/v6G3HlC8Ky9Y3Vc0elAWHdoytzePCaOI61r8NVDJxtxsRnAn69sgFs1NCjn6ZwvH7/MJqxNobiSExuZZ111wKwk3tsygz1rCkRc+RFmk5C+cIV7bkd2DbJr8GcbLjf3SHtLqXkp6NYYKbW76L6o6cZE+t3HJBIdloZZ+RUiMBI5pZ5jOll5M4lVjMRoQnntuGazOTfXcFXUJ9y9LbSBdLWHsw4dzKPJZ4c/JFg78rGHk3Dzxuvs/JaUbXBposdvVoQ40OSWqCMpJVZuRRBPKshIRkmaSDnhxoSG4itVS1R9SVBVLR4U7zxh11pAkjFhxuBpRuNKuVUHDtzJ0+WW6JKVjzsrG3eUqplkQniasgnnacFJClxv3BqPVsd2J+hhJKWMy4m8bfC7xlypqzv8KuDWpaIJRY4JuRnIx4T4bPL3KyO9681gP1qEKceE8yW4T7kMaFpSSn5SycZXhdynOvGlRkolwC6aaHlvis+SekHU0CKpliZOUK/ztYhKfvNAfOPWDDCzknIkfe4R7Dr8h+8DxvlhSHPZ8JAnLzXj6ESGN6/QYSDdHpHjBndmFgntvTV+HUjHo12fPhP7SB4TzTrQNA5fNHKiKukUS9CX5ioi7NmYzv8Ow3fxXW1Vc2ep6VLFBeHussv0VA0y6yRtqc+zRFVySQlNQU3dxlP3bbqPC+7TQr5Ap8Cp7mKxsxoYpTxN8pZItmQlf70M9M8Cmndt7zkOzTdCe/BN920GeduTi4w7bm1y/S2Whmo84go0Uzx4TMUzI1qMBiu838fi8osFNUVorw5S9lI7e4GjpQJIeXaZziPaz7wEk46QgtyozbZrx5ExGfji++Kl2ChkxR9HpPVkERr13B6uWOUG2dgATkw43yGrDv/8BcSE5DXeCVuBB/kB6/XWuBQ5mwCbqplgDqUUt6JNIxaYnbVWJTaW88VKb/NVz/DKI1oEL1tk2+DPOja7C079kTGNuEGRJhgy03n0FM16YIykNw/cvvYGQTzGJxJ8qeAaNSIIp9wT84ggHDmwT3tUhct8TiDQilUtOdeZE/eQLDWx79nfXHE1XnMWzmDvSBrxQyANI8EZehTTgOAJXYe2gXx9Yr3ZFR7ZgUZavAvkcZjSTaAkPKSBcAIXsxlphlKaDGg2sihFn8TV79Q0SvAeOitRtQqjhGtDqaSCpm0R581WgUKsLFwWHUamEucaQMHEccmnwQKITAkk1SwjjtGMHNeNqeu2LW7XEtrAsB+MZJwj3PbQZ9SDxCprAHrbE58cLVUYPG7bosGje3O1d6swD3hL5V5vAZ/UChpYDKZ2vpKYgvmpVcSTyleyc5ZsaOlUFlwJtKNNPPJbtya4iJD7A7JruXr0Fg/+nU+YK3hNKV+f7N0XTBNlSAYQeUHfOHA6HdisduR+sGuAwHnH5t6KcSj2IDGb9tIxkhVOlyvaLuAaAXHm8+TL8Rbvs+kc6z2qqaJ6znm+NjNC8w4B4bSNfDfQqW1CX5Zpo0UrqcoZDVrel7LulIKqmyrbq/ss25EK0ygLpI75vMopSkGkNOa383WSTmnSZ+3rtz0LaL4K7dVff82qEAofQK9OljIRMSXWOtMVQTaF96JF9E4V1IIJnToVbDvegcsTl0arS6y3UtWKzmhRZlVRcm8aGDomg8drtY4v6Z2lAnHNVZfjcI1DtwEfdjbr9j0qGCelvc/5Ww16irjdinx7RE9K7kfC85f4hxsbwFpPFPAIl6sXaC/PLLCrFSPZI62QT9EIvpuCxgzJPKV2xczxNJCjlagqkF6/4Xh7i3wB6HxxEnb43Zrt9Y6b/oqhP9LopZEqvbNr2I/kUyS+8pir8Yqd31JVfp2Y4abD0UrDkEay8zwaH5PL51kVNwrdaUUjHrdbI7sOgmfc3yLrFf3nX6dbrViNK7OLGEB1pJXA0J9YbXfIKTJEsz8Y+5F0SOScaf2O0ARCUfoFYGRyOY8kC2Y0o2R8avB19qwW0MZxMFQnQZtNFl9cCUzL7NS1AdriiJ17pAlIzDTJUrfqBI1SYHwKcpaMlEuRAagDRQiId+bMPcaSfkn2eROKi3QiDwlfBdiCuT9nVZrOk7MQf+do3mcAUdCo6CAmIvflK46Pn+CdpznfmRP41ZF46pGLFd3LD3CNHfc8OCoivqSgikBlzSoVU1FiLpyYMvQ6phRwTSdNrbFyf1qH0FiV4lACvazk6xN6HOZ3N2dcn8iN4F4+s+22YkT4yt1RtUC+TxYA9hl9fW/HvuvMUqNUZa3ur+nWDf3xYO/7ENFHJ7gZ0OCJtwOnbUtbqqbaxhHWgVEoHJI8l59XNGMKXhYckzuoCHfLue8QguXubH8ZDyyDEH36y0UrZF1aNx+Lw3R9npaFycz3Mo3TfixgLYa7FZ0sQZJU9EwMZVTNkEzOYgpqah+YSirXPRXsvNdavU5fyfrfoO1ZQPNVaP/87/2LKQVgWiWJ/OhgBNeSBsI7CKCnVGwObLCpaqQIVAl4gJp+MkLlgn9C7VALEbNImytYp38wgT/VDM7hVkbMTLm3Tr0LSBvKDAbj9tTSzuCK0moxrFSQaCaDsu2QxpOuj7iugZhIgB5H/PNnNhMXgSEQvEe3HcE7U/ntAlIVRssMmiGTjyMuqVU6gZVve2fHk2wASl94grtYcXr9Mad0Ir9x5KJtKMLLyLajO9vSj0f6eGJ9HPBYR6d9tJTIG3v2hyvAjDa9eHMRVxOcC0XbRySWCiHTlKm9dNLMk/SEXdradVg3MCT61LPZWxC6Oj/nXjSjyDGNuJx4Nb3Bw/CA4BuyV7x6jvFIP/Yc05GzcEYcB7rNGprGgt+YJwSpas5EzGpAybQC9IofDbmIcWRMFtA4HPs00oyepl3huxYaDK0olUoSDcnDe1zw5rReOFcpR0SEhOCzkIcRkeKTpcUR3Qu0Qj4OxOPJCNpDQtQhnS3nxBV16+qrVDgpIhZoq5Be3ZNfuS0aMmKIXUFJ8qMjw+fe5DTe4nxgfO2akIQxDhxcz+bRjtC08PwZrjWnbskZK89OiC9aTUYwK9yKkpIYzUaAKXhxximBGeWpQZJ30JWSaRmREbsPUW0bfTRV61pqHhr0MHDvmz5oQfyYkZXCoVho1NRrDRh7Ra968r6nWa1MKbstKtlnLauzzvqKsfDfRrVqwMOAGyLaJ9IQ6cfAuvMkJ+TBAtC3nUvtU5a/a7CyHPBKZdidf9euZwqkl59XVKVENAuUZEJP6vaXaIpf7nuxj+UKy7Lyikxn5Y6OUD2e8hxNAdLiO6nGlWnevKYEGcYh0a7e28Nitcb4Stb/Rm3v7Tv3ddpe+Z9ftxfHlSolrcjJYDB9MAQCsKCnc2VwsNmTADrmwo/AOvnSSZjibZlO1p+MdaZRLYBS7GU9DTZr7gcUQT3o0ZNGS734EAgXWyspDuaPQ+cnPx96NT+ownFxmwY92WG7bVuIyp48RCPFlkDKPdiAA10F5BANDQgb+3d1GD9ZWmeSsi8BXN4PuCEg560tm8zLKeWIvHLg5ld/h9X7HnJ78wTpEze3V/jXG3YI4aUL3LrFbVdsbrbcjjfo0SwRBCYe0fjmFVfxxqhEYgNq7TM715E1l3SblTADVEdjX8riPQ7ZdKYtg5BjQhvh0Re/zMW9++Adu7NLjo+v8Dhu056YRnvjxohvGpvBFxE/KS5Y/elIt14X7RtP9dtyJaWogIqhb4q5YNfjd0OeyrtTjgwFeVIJyOhmN2ZXKr18Eair7svF6NAUhJN5SWUbRFxRjNPl4AZIMBuNcX9kjAMMEZex5+U2EUILu7UFw4pZenhLw6Zk1gBJQV8/WNrGGYIxKWjve4YvPCIeTujpxGkc8Hiys2AUgZQbrv7Vb3Pvz3wLuhPjlCmQ3UQQBWfB4VJzZUIkmMdQYUoBT07Zbn4+KCankhTViKRignpryKusW1s3GsKSjwPN+y+NjVRQAgHjBm3CrAkzREsjAQRPe77DnXfmUXbeEi7XhNYTC5k/CyZ1EDPaBTPwxI4rq+KdYzgW41ZhHuCnlNPiJi7TS0uOTb0GFZSZbnr5bCnmCQuy8LyJKXVUA6C6/8rxq0HNnTL7GsBwl3BcJ3FZZ57YMpipv+uxeV/khcr9Kx5Uk6XGdDoyncfxpn/PBzTP2ru3Z3fuq9Bc0c9Q8Qhu7hRD4cqMqZRvyx22v1UrGX+mltbK0j22CHYh2aBX76eXO/fJKkUKYUyHTL4+kg4n4mAcjNA29Icj+/01ToTVesvqEPH3t0jXGLcmtzbABY+eBuRsZZVUnSs4AZPKqGxMtdfdDoj3pP2Af/kedJYyc42do1x0aBfMGycYB0bqjO22N3J0rUrZlyqodShVGdbJC47r3/gCb169xuXxBGeeeDxxE28JTwKbbkd+uIPW47YdzdmG9dVoAd7tMPd9tyPHYc8hHmhdi8PjXOEfQRGhg4aGTKbXHi8eVUv6eLGy+41b4+/tygBpHbs7ZL7w1u9wb/vQAoauoW07iJkzdzZBxVrQJlEjcq/9GrRwXHIR61MpyFlExBFcMLKugpTwB4pAniYadSQsGLHUmInohcq5UiWNsRy/PZ/2sJbnLC8UfnsrjTZJEguoMrnsXy1VUgTUFMjHnvF0tEAq9WhWhjjiB89ldw/XD+ho+QMtOjCIpZREHOmtPdwsVKEr1+swEn/rdYbra/COoJ5Djoxiis+jjpx1F4w+056Ew699nvYjL+C3ZtnhYkGSajySF6aw9X2qZcuUga1WG9bnsfijTeKXTZnuV4Xj7OeS9VWD1BE1Km4VyLsOf39T1IzFVI7XwQKaNoA3bpvEbrpP4h3NcxdwvsbtOuSyI6zN1HQ8GncmZ/N301VAzlr8/TXOO3JWvDdz0dOjIqZXEYtmIUK3DFAmxGX579I3LddZLrPkt7xTu/Pduy70DgTVZYQk7/BZ2XattloiOXVbE7dHbEJQCNqTKrveXW+JdpwOIxfvcrTvmaZPXY/f1/rfmO1ZQPNVaKvLFYfHRyQp0pRcfFs4DIXzUiCJwgsUJmXNooSrFf7Nbp6JVB8ZNV8aXAlgerMP0KKwKkC+OTFe3XAaTqQcbdEEj4bHnPJAIwGNCRkz7RDxZyZCpyLW0Z5GaMKcZ3bO0uwulLSA6YlIEaqraTT//JkdwNoE4LhsLMXUWeWJK5Uw0npDm4YRGdUCnsFE62RTkJxymdCMXA9cf+FL3IzXjHHgYbzPPvVcNhe07RoNgsaI64yk7HZr2jgat+NwsmAqZ/TqSJ9HRh1JOZuVg9rAN+SBpBEnnoam2DwE03iZ0k2JRho2YWtS9LF4RDmhHYSoiePNNavtmaUWth35yR7fNHSpm2edzgbQakEpDjpZE8QVYbB5huybgIsDoZRT23o263UWkmFPj5Tgy+7HSjqCsxSjOI+qWIoFmKrpyr2lpJKqP5IU+C8RaWgmUq1VzGl154AxEU8nhjSQRlMzPmnPKfV0rmGXdqZBUx2aRQwhKhyHDMh+NCSy9ZMFAqpwM5CPRopNowVZjTM16lTyBc1mjWsbVsETnxy5/s3Ps375eVb3zsmdR3IgHww9ofHQyFw2fYdAWmbtk/cUTOrIU5CzgDW8QCrvqxNztD/rbJgpaTRVJTzcWal6fZQdJvpWJjd4C5J0Y+Xr8qQHD+7B1vhrD7fIgw2ucYx9YtwPpCLuR3Bwf417bk17sUJWHr9qCCLcPj7Rf/GafEolrbc41yVKMt0T7g50srgG02fWJc2inbx9cJSntr1EVZZISx2Ta+poqrZkEZgwD97VtmDi7ai9NEtCcdWzYXFvM4U7tSAvT/f87qEjfH2oBWflbeafv5f2LKB51n4v7eGH7/Potx8zCT85V0S9LIiR0EyeL3WWLRWCddjs3JcS7KoYnHUiZBr5M0+dQO4T9EUjJSb0ODLe7Lk9XnOMB3OCHiPX8cpImK6hz70NHkCTPcmBl7WhB6WCQnal4w02kIk4ZOULSiTIurHO8syk7t3DLexaC6qKZLzsWrQpvIu2OG6vOtzKk6969KaF/YhE4xS4y/XklD1xR5LCKeFDgF45cuQ6XhOk5eLyIeFsi1ysJ5hZ1iDrBj8W59yY0aFwlZIJ8TUS6PPIiROtNIxFUwegFc+oI9uwJY3ZPI1KUKOqDDrQrNezoF7pbJ2a1cPV4Qmrzabk94WkieA7Gtegmq0/yRbQuKKtIQhJCqJiLoNU/oJ4M5XsCoLivKVSck5WmeUCDrHSZzEbIycOH4K5YztnHKqsCH7ypaJyFlKe+RVg6SL1uKwElOCKQnPOhTtTlEpjJueRYTyRsllFRE30epoqufZpT3NaW0fjpegfJVSLHcWpcFgaS68xFMQxZ/T6SEqJUaNViWE6Or32KGrGnitP165pX7iPfO4Nxttrrj//RXR4kfbeDj900/PqzjvIAc1pRmqaRZ5E4e6IxyKwKT+pDK6FyyZZ0c7DeYuMJSiPZlwpj0/IvbXxZVQtDVUDqZr6ykWzu/MWwF33lgK+6HDrBu6tCJuGNGZyGsh9JMVsooQbj7+3oX1oAY96wXvhdIo8+dxjIxeDnb93M6oii3Mr6cHSyXBnlHfcTbfVdep27ujP1Gu4CEzqNa3E4OVnMKeOasWYUJAV3t6WwdCd8u8aMOW3ozWL6qtSIGjvceNmd/Blazz7r4eA5ll71/YsoPkqtPvfdG+e8U2cA3sDJVSjyDorwsoJ60td0Q5X0k7F8kByQW36OL+sSiHwGkKTowU2+cmBw/GKQzoypJ6YbjnlE53rOG+3NkgwMujIKfc08cAqebwvsvFtsFRTUzpmwSqnvHXolk4Bca3piLQOF7PJtE/KxpjvTOMmrmHlFLnOCKh5FZBNa7yCrDD4CbnQqEjIVt6O6YCcby+5Oj6hzz0nel5oLlm//wXcpkE2FuzQ2sxZpKTE6qwu5oKQUVynG6Ik03Yhk4hT3xvzSHABL46V74z7gqEhI5EWI9Tqvod7W7vP3iHrlnvtPY7xQL8/0J0bSuOdZ8xjUfNdlIw4wUsgSBX0EoIriFbV/vCleis0OLHybBtLMk1uLBQqvA6voMnSmcEJbt3NqZLClRFXZAIoz87TMz0viARUR0L2ZAzdIefF5DfjskNyIqbBLCNSJOZUUnSBtetIms3YNEZTFT5FOI3GaVqVIKmkASQI6pyVnHuQ64Hh+pY+WZBknKCRJIWk7Tu23RnJm+ihbBqaDzxg86pjfPN1XvvC7/DC6QO4VYMeevzFjrYLxYndF3PKetnr7EJnhGA56Nfgx5X30zuz54ij/V6b+ziniB6jldJ7R358QrbBNu8caIQqyZB01qIZzbcs/+5j8qMD7rmtVaJdruD+GkGIx8GAilTMOxW4t8Y/WOM6Q+WalekiHb50Q/zdJ2a/UBHBdqEk/HR6ycv8Wf18uibMQZAsVlwuW9vTGaIJpamR0yJwqX9UVGzaj8wcJxbbq/dGKZWgNb26OMYlKiQyawkVEUr1TPYcWt+Jeq7eUog3T46815tS2XS///W/UduzgOar0F7+Ey/dncnU9xamjkLaAmUvtSFiyReV8tpqiqiCwdgo1Y1ZBHSss30tvkcJ3Q+kYWBIxh/JObHPBxzC/c0D2maFxsQxHYmj+SDF84C7tyF7wY8RudxYiijMPZR4c2XWxwcrQz9foWcd7qItndDCtbgEPviajsJ4F0MyLQ6F1FtVgTZFCbnz0NtMtvoAkQRCQXuCI7Qdm24HvVWprC8ucA82SOutWmtTOq2rwYLANsyaFaGmOQTnzYU6iqWXOtcypsKzQXGYDYCIgCiddGRJhRTs2fktcRhwjSFfLjsrXR8T97b3SLeR6+MTHrYryMqYI/1pYOu3uBqolOAqSCC7phCRHa4Jtt9kVWl4j/iEdKFYLxSrg1h4OI0349LCzSGZ15d0jXkGVX5M9Teion0Zgs5EyeUg58TKrb3iC/yv49wJmuy+BYNjGkg5cUo9gw5kMmu3ppEGLxYEHYcD4fqIXHXIRYc/RNikuYS4c3AsB1AE/26//Bo3V68ZyTUlkiZijgwYcrZabXGbFasx4B+cWSC9aggPLzgfIscnX+ZLr/42jTruyRmpP3CxWeHa9YQAlGLCEtjITAauLWeK+NMU1GiywUSCKYCbvktChgStvSPkbKKQNcWsFGG+cl9FrEy7BokKvHLL8Ktfxl9sC3HaIdsW8ULqI/l2AC+kWErFvcNtGyNX9wmXlZgHbvcD8TfehCd9ef+yBW81rVOrlqYghbtppTtojMyfyVOfvVOVzXL5ZVqjojaTOrPMKJXW/dedlMlatSp4KpiZJn26qG5a7KYuOn1XKqG03l+S6WxJvnvexa9rHN/7asHG53snGOv///W/UduzgOar0J77yMN5hlMYiVJgWAXL49cyyvoCLyHS+ndby1ttmCUpEoq0d60YqNAvMpU34xxt6EhkruMNgnDRXLDdXlhHqbA+rhhXCR5s6Z67IAfB9+DPt7C2yp2JP1OF1A6R/MaefOxxMZmU/XlnHcS2Ma2aMU8IlIIdUxVgGzP0mZRttklfcOCC6ogv2iMxz1WgVRhszAw+swodx3HPud/RPLjAtSapL+tgA8hVT96fbIbmBHUBMHPQfBpLB+oJ4hER1n5l3BQMCRIRsmQaMRKm4Oh8yyn1eOdYScfKrxj7I03boccB7u9MSFGVsN1yP8Gj45vkwYwv+9xziAcaCTSupfFhQoucczjzwaCTomZceC7SFnQseHNd96WENxftFBFcZ+ddU4Wagz1vq4CsWiSZCq0LZVZbUpWWQlwMblBGeLvndg8LMpfy22Z1qZSzjxqn7Q06sJY1K7+iDS2aYUy92S2cBuTxAfdgS74dcJtgHC0RQzm6ANpbmfbnH/HlL36WlCIbvybnxJjHElQKF7v7uO0KGkfTbGZzS28K3OGFS14YM5+9/W3ubV4gSMf+0WOa1Yqz1fusKqhWujieqmqSGaWpbarSwQbTmNGVN16WAoex2BeUEvWMeTkFqyaTbTO9QgqWcns0GArZOBgTw//yKvnRAf/CpU1eViXdO1jFGvvBpB36UsafFYZMvDoho6Gqw2Ekfv4J+tqhTIqsUlL8U+VHUyBgAfscUHAXZSnpGgskyjI1IJ8Q6HfoAOs6JUM+LyOLIIW5ZH36jjnQWSJGSzSoojMUcHFJTn4n4EEok0amtKGU8nut6wlTCvL2qn+Hjby3milQ/f5Rlq9k3fd6exbQfBWauKK+600Rl5wRjHgKzDlmMVKtqloqqSIbaZ492GJl4AmCYmRZLQphmisLuFQOrVtCF1jFQD4J9zQzkrhcXeA3KxrfoFlxO0d3tsJdbtCzgPNhdq0upDsp0uOq2Mx0P5hew5jJNyfkNY+7t0b8unQmMlVFWDBTCJ5tOedGzFzwQCkLt5SHnkzvJFf4PVVZ/YgGI1TnmxNDl/HJOCnn4Rw5NwSkelHJriV/4RodYhFFKyaEbRERjDazqYGLIDRiAU8jgew6DvnASlaAVdGA8VE2YVMCjsLrKWXT9GMh0yaTqfdWcnt/0Vla2j9xyoPxUbqSOspW0eKSoKUcXGOaS1KdQ4JHfEmRNHasKLhVGVyCm8i8OkRcVtNCaYvIXKmaoQjtaczGDs9PhSjVaFKgmjdOcU5adIFqCE3UxJAHstoAq2JO3hftBW23wjtz+27GQBNam5wPEb3t0cPKUIbTWM6rDN6rANcOfXQwgcA80KsYiqWZPvfc375Ae/8C3zY4xBCNKaMhU+rPv3DBR+59G75t0ZS4eMvxxu9+jvbynDYrrDyuC+iqQcaEqDdbkUK2xpVt5mxBcUn36sHEEBHQoOijE/rWwWQWOk8mIbdj8UwS9HZA141NYErLj4/ok5NJJDSe/Not+995hfW9y8nTTPwCrTza9vJ1b4HwjVUGppimYCUmNf5N5c0U5Wapzuh30kw6TbTKAz73SYtY5y7i8lQntxTlq9dsWnaxwnK9ZUoJmZ/zaYc6l4JPgfZTAeY0+QOlmNvW4FQpVXllv9M91HkP7Uz6noQr6zVAON4+49B8PbdnAc1Xof3C//GfoodiTFlmfhq8dXKHgdzbzFouViW3TnHKLjn1DDVHPJmtle1M/ZAqWojAiDNS8LbF7zp7ga8PdGQ2D+8bHJ4sbeQ6g8mlbZB1g+xaM8xbBWTdWgVSnTkNqXQeGRnU+C8XG1Kf0OsDOXjS63v8WDx3Jkl4sY7lWAjPTmzgqk7Zo/FZcl8Gh2O08x+SBU5FHNAqlEYkZvKhp/ENbxXEqVl1hlpk0GPRtAkOfXygXB4751UJDI8jOowkKZUyoqVqyErrgwSSy6xZc+7PbNDOaepnGxcYdaST1oIhHwyRwErX+9cf09/e0jYtwQW65+/Z+QwRd7IU1z4dOG/OkK61e0k2kbnSqydM8Tm4YLyilIwcXDyxxHuqU7tI4c44h5Jx3lJPaC1Ndpai9EWocVATq4tx0mIpQHy53nlOR+RsHkXZ/G1ySmStlTLKkM3TKmlCVYslA2zchs1qh1+t7JmRoqciziwTFPJhwB2KMu7GUmQll2cDeTbEYO1XjHkkaS6qBw5V4cGDl9BtsZtYNci6NX5ZOW8NRtR1Z2u82xi6NyQ6hAckHv/Pn6F7+QGbsIbnz1jdP7cyal/RKDeR8CfuVyGVszezVAIWqBwiet3PqMFVOQZR2HXQR8ZHt/icaNr74CBfHcmv35LHhLSNrX+KtJsN4X0XyMoju85S0lCI0sXZ/PoEmw79/JXZeZyiIXMrQ+V43QJBuTRPMgsUuRvQTL91vu72hvCOEMcMhTC9WMtU0LJ8+k7qqL6EdZ81wKkpqzzJP8wBkNr3dVt130sUqKI4NYity9Xj0XLvQgnoJyV0LShwmCdfT9sfAG333h8StaiEfyXrf6O29/7d+zps//M//DWGm1u8KH5s8N6RUyb3kZGRHGC9PcMj5sTc+XlWUlGaWsY9KXHa97VaRftoyq3eoYce2Xb4952jrYc+0ew6mhfvWWd9HEiPD+hhtIFus7Jy44rqeFMQJgj4gIbi7RTEZp6xVCytA3IIpnycDRFIr1yhtyf8wx1srfRUS+pLN62lRGCRgjKuTw7l3K56W6ex8lJUJ/sGPQ5wENy2I/cjzWDozMqtjHND4Q5pJr3Zw+MD+da4A5oTbl08jG5P6GEosvyzb9XKrViFDsmQJZDItL6h8x2nfJoGtIGRlawYdGTt1wzZdHe8evzL98iHnkdvvEJIghwGZLfFbzr881vS1ZHmtiXmkUgmdKawPKXUgsP5gEvZSsIJ5mOUcikLdkjXGDrjzNjQAhus/BiwqjiYFKTLLFlTnrML2cTypmusWOCSjQ8DGJpVSMKaLLCJORpEXZbNmowrM4n2GVl6LWtWriN4k+p3mzXOe1PurenRyg2qqdGo4PI8cy/l0e5yy+pqxQ235BIsNa7hnu8Il1sa3+J2qxlRLCdZr6cqiLfUgmRFRfAPdqyKevIrr3+JRh5yOl3TZId/+bwoUXurgqu8mVJdp32EQyKf4oSETWq9lSMG9u/WTxWMOmZSHNBHGRXFqyM/OpCPI7IK5Kvegvsu0L143wKZs5XZfXRhSk8xZvLVieFwJLy2J/72m4SHZ9AI6sBtOqsWGxW5b2R+LSncaq45XSAU88Jg7nOmXNi7Nbnza5KPWI6LTyMxFalZIkHLzVWkZQoqZK56mu/m27g6Wivs6n6WAdEyYKsppqWVQ33GJj7P2wO9Fz9w+W+6EO+J9izl9O7tWUDzVWjjKXKKJ/yTkeZ8R3MYGHXkmHpGN+KbDn9PaZ4c8Q93Vu7cmEprberKzDBRLAiYkZvjaG7D65b45g0MkeaPvQ95YIqs9NE0cDqPIjYLdI7sjxZYXB/RMdpA2XqrVFqoZ0oRArQqI5vZyyogjTOuTdwCSn79mvTGNfm2tZlsv0KCY/zSY9Qp7Uv3ydsWSWFRxVUGshGzPdgXEl6QqaS3DnrDG09M3+XhhfFH3jrSSccmrC1wSwYvx5QZPvMKsYEQBd80uK61IGmI6OO9BTbR/p3GiMOxbba07Zo8jHQY7B7Em4hddjQYcbiVpvBs7L+1X5FUaTsTQzt+/lWu+iec65aUlHiTOFut4Azc2Yrm8Zox9nSqyKqzgUYKLpMbXIhWmQUWjHlvyF0wfox0YdJHkZJWmStTzHhRxZAwrcTyqEXaXU2faIzoYC7jU6uijEWPp4rp2UMAMUX6ZEqzLjMjM5jCsVNDh4KESSMnx0QbGhMNLGiLeREVLlRVAM5mkTATbpmCa1k1hLbBj54hD8Qc8eJ5YfeS6biUdMw0UOWCUkpJz7be+F0xQWTi2PiLLR3C86khvbknv3XkTf1dHgwv4148w41WfSVdYwKQaqiN9ka2n/zTrs18cqp8ArvuASNp7wfIJxBHs91w868/B7+VCOc7M2d1QnrtFh0j4YVL46yJGiKqBV1onHk8HTJ606M3Zjtx/Rufx781mDhl0yCXHenqGo4R//5LXKkstD5D5kByGXzUYG2ZxllOnmChNVM/kwVf5akA6G3pLHvupgCqpo0W6SUz14VJIbggRlre6XnbsqhGmvtAy/oV49GkU3HEdIytnwN7mLWzpuBF7h53QZq+5U+/n2ft67c9C2i+Cm3z8Iwnj56wj3u219Br5jrf2MARAuKPPHnrVZ7z9zkbXqJZWerHtCLUOpMxk4/R+s2V8S7yENFHR3IfLT10fcQ1Hv9HX0Je2iHRZixy3lknP6ppypy3hsxmRd/am6z9vofjMJUrahD0cYIm4M5bI2kGV4TIipKuCP5yja5bGKJB4PsT+fpACs4qYprA9ZdeAREuXYt/fjeX5oJVe2DBhZEmS0BTvVxS4cQMkeOjJ2RNePGwbYhxZOs3tL6DDPk04s9WuAO89eQ1Uo6sVzs2fkOLVfdYmfBoqrsxGQeHSCctq80WFwIhOTKRRKLzK1BoXYuqpZ12YUfKiVZakmRWfoXLCdmuyFcHbg5PCL1y0Bta13KxumQi2OaMv9jQHU80rrVS9soj8MbbkDbgYzTOT+dxFO+sbVek9OceXh2WhsxSPtZpIJ/LWSlaL0YI1iGix4HUl9LfMjO3++Gsyr6mWEq6ipSIaSTmcUJjRo1EjTgxOT9xQtBA4wJgasI5pmKSmiZD1un+T7BU+V2Vr72zKjlYeD41dLTss6UQO9cRzjf4AdzGUZ2iVUoV21SCXQLyGtw4UHWI16JztGGX1oxhRfPoli+88ruEqHRvbGiev6C5t0XubfDnKzSIoYX7waqMKldLLD3GGNFjMpRq1aCrgO5HSwWrR1bm3h7Ot4Tkudk/pus202SEyw2g9I+e0EpjE5hNgJseOQyWJh2TleKLwz/quX7tdR7snif3I77x5OMIx5HwwjnueZsYGQdqEcxURKQ8LlNgMfFgmIPDZdPFwstl3kl/ZlrecUfgrn6uT/1dkS3RO8/3lMIq9/LucSkT2acEy/N6NUVfnqHCH6uVjZMy9ljSuMtgphzX88+fsdk97Yj53mv5K6xyys9STs/a76VdfugBb37udYZjz6PxEWCpoqgJhoGM0kjDo/QW7Zsr3OUW58VSOop1osfRqnKCQOzg8ZH85IAiJqWerUw0fOQl3Is767g7K0lmKDNWykvvjU9BWqPblnR1wqmSb47ELz6yGePrV5AF92CDjltzy94Gg6fBEIPGIa3NvPO2wd/fokMkvnlFeusGtzJU5HQy36L2yyu2weHOVjZxc9jMuZZS7kcb0ByWXlmmD4bEaTwwjj3uS8r2fS8wpJ6kiaQBd+jJtz3+hTPSG9cMaeAw7uljD21ijCNdqVzyznRVEDv2IIFu1eLXFhi5bUBujzTaENrOOtFkQZxzjvNwxiunV80qQYoYnrNKmXx1izpoJXCVbjgLZ4TtBnd/ZxPT00BoGkZgvTOvKUrl0URNaBt8LETwYERgt+qsFH2p6qoYYpczSCK7IrJX0a8xWZqpcpVyQo/RyKynkRjH4udUSL8ViXOW8rIg07SHxuE0pZbGPDIyl7NK+Q+1MnYvnlFjmbxn4jjQKLBuLcUVU5lplxOuaYZpRm3lMOaGrJAzOQjO2f3r88B5OCcHIaiY67oHpZRMLwfEpy1FnMkJaDFXpQmoyzTnOzyeD64+ymtv/S4Pg3A4ndg+viR8SMlF7E8PPfnxAe2TaUh1naU9bk+WivJWvp37Ed7a27Fdri2oKvovZ9/6TeTrIzKeEd+4pWmLo3w/km5O5DaRGwevXZNvD4QHZ8ThRDMAXWuoS+vJb9zy4ie/FYlAP0ATkCHjnj/HvXxetH1kDhBqULNs9ZmrJGCYg4t3SiG9beCvPzWocHcDnxpoRJ5KKS3WK0itATMylVZX1EhLqvDp/U66f7kEKF1Nuc5okFahPiez+ChlHW8u3XPgLtN5aKYYeb73m/IVcmi+gnXf6+1ZQPNVaA8/9pAv/vIZp3hCxsHQDa3ExoxgJbqta7g9XtE+OsdtitdNBj0OFmxkI7vKK1ccb2+Nd/PyBXkY0SHRfOw5eMGE3aSUKTNqSUkwdRKSbNBz6wYdMrJrSQV10due+MVHSNeY9UFMeOcszXxsrVoGtcEVrLNYedxZZ31XPyKHE/lwKvwVYdVuePP6Va4fv87q4gwofax3BjV3ps+h+/GuOWCZAetQjP68oz/29Kmnfb3jJt2SNLEmsT5l9MYjX2q4+eKXUVEymUM6EPvIRTon+47OdWb7qBhpNiuNa/HbLb5rkQSokk+e1q+NS6QQBrtXnazQbFU9XhNjGlk1azPcBEiZVW5JPrJhw8XmckJVtI9l1j7YwH+5K+aGls6w++YMOQCqZYFrg2mcSKmAGwqalS0IylNZtycHh0SxZcdsHJCSutCYoB/MmykmUopkVZBA8E0haxuKIq5YAgQP48gxmfpv1Eg0lyiqUUP9r5HG0nOF1uycL2klNcRRMITMMRGfpxLiSnpHp2oiYvEgG0ZTK8ZSbA2By809khZl5iGhoZg8ZkplXS1DZ8HDYEppiTBrwYTyPpyvaZvAC903I/uBPPb0N7fovzriX7qEIMSbIy4biqbBo2/sjfDsvKWmckLfGiArbtWaLtLGlLMR8F0D6wa3a1iPmXHbweOe9NYt4eEZ7oUzvCrxZo9zgtuPPHnjs4SuI5zdQ4ikMcPVHrm3pXvf/YkLpfseaQL+4Q5dF4f4peLzJB2x6JxqQLIky97h6i0C6GWl0XK5RXr6brqp7mu5TE13LYKeysGp/BexDWma11Et70iteqrHpKWTrMFSCUaWaTNZN9O7OR1X7Q+jkeQluOkcNFk/OZ5GnrWv7/YsoPkqtBe/5Xlc8Ny7eIC7cfTDkcENeIRIZO06OmlpXCCrcnpyjb/c2aykH8nHgXg8GfH2OLI/XHFqI5v3PWd+SG3Af+QM7q2mDl29lDwxNnPxbibZjbmkOjCbgdrJe0d+vEdCMAgzmgJp+uJjGDP+JVe4AQ5cmWVf2HbksrNB7LjBH0Y4DMSrW3zXsG7WbGTN4/4xD5/scasWOUUT0csZ1WDw+iFaWkilKCJj5zMm8MK62XLFI4Y08Or+FQ7pgBdPzIkhDezeyjw6vEUaDlB4IFbee2LQFWvZIM5bpYy6CXYPbYdbd0gISCswRty6LSq6Nrg77/FtgJgZD0dz4SaTSrm8dKXTDJ7WdUSNrJsNfrNGYiLfnlBng6i+foV33hSNm4ASS0UNhk41lr6RUkotq5qWmomXmrMRwqNVgYkvJqZZUecQlydROiNVWyWRlhRQUiNa1/+C1kDGFeJoEYFDGfcjJ7XqnaxzMOPxE0LlcHhn6IySCTRWuSbgnaUr82DcHWlMoXdCm8qMfDkL12hcHz2aUJ8blT6bUN9z3UOa850dsxOr1IolQKok3DoYK3fQGYS5+m5UUGekcMVMVIOnazw5DLihoz/cgnrSq1f27G8skMlXRzgMyKrBnW+QbVtI9Qpdg2sb5HJt6doJJSkl843tU1tP05yRfcC/eI47XxkvbUj404785p706jWbF1+iXW/QMVsw5R1ydh//gUtYB1wtsb9cmwFsG6ZKoxqH3I1iSpvikkUgUQOcCaHR+Tqi87tZ25JTwwLZcYuApb7H9W/urq/1uZ6EOxf3rWjQiJZSJnGGNJYAaU4hYc+sQhXPnDJURUtIY7kgmeK8neeq0LggFwOkzHD79RHQZP0KScHvlF78BmnPApqvQnvhW56fJPfP1xfs1SGjcMgHQiGYKlbuGlxjiMv1qfBmeobTgYjSHDM3+8dw3nHx8Q/R7zzrUZF7G5uF9KnM+ClQL+ZU3S5Ik8mZ0WFnRorSW4m1y4qwxd1fA+aXmYYRrg64hzvk/raUs5rwl94OyJlD+2gVJKsGt07ovRW+j+RXHzOOA06F0HouN/cZD9GqvbaFxJs9RA9JDYJvGyP11RfMzbluCZ5us+Xsestr6cgxHTH9k8ioI6qZ27RnOA6cNWf0eTA3aGDl12ybHU23QsThEkAheYrgNq1xVIIgXWv9+ZopPWHVZopIS94fUYGV6xh0sBLlUMrfFQiOEAJd7lifXxgpNCbyabBKlZQ4xRPrsC5BA5OQYE3FVH4PMZsacA1GqwheHSfGVNAroGuQIQK15FiKQWmy4GfIMBgCptGq6wBz5pZmcpGuY5MrujgMiWE8knMm6ggIvtKhi1aOr6k8MW8lVUt1qoPGB/zZ1g64t33qEE1ALljqROrMOqlVZ4kF3nqMhvKp4kZ7PxzC/d1zyKrB+3ZGYFwRnazXtCIRy6oYVUs1NHauAsa5qVYbiDmMZ5PQl8axaoJpC4mYe3bnyUNCgqkvs2rx99YW5KciAomRv+Wig5WfYgIbSO0ZqQMujcc92Noko3Gwa3Gq6Cngzlc0H3nIKiv5OBblZ0WPEX9/jZy11NytgL3vhSA+67GU814qA9dW/6zBw9MmlVq2yeLfdxCYBfKyHBOnbVWodXEfdPFZXWlJ8pUSUS0rnHIGCW/fzjLooVzX5THFgvrU96cGPyjiDB3WVKItWZx/SX99vSA0z1JO796eBTRfhXbvm+7NjsEKm9bSQi5ZCsFmtcoxnzh3Bk/raGXYeRgZdcAl5fb2lq5dcfZHP4Y+XJM1ER5cWmqoVgnUTio4C0Aaf7cUMuWiRyFwU3ga3gZRdlJM9koHnxrkwdZmvZsSzMSMjM54OTnPmjEAq4CMjfFCth3hCClF3Ki0oeV+e49BB9qbA9oF3K6zDnqf4DggIczVOlBKcMusGwjrjm2zY5dPpDyScUQiinLSHgXOwo6Y7TMnhiKc+R3bzRl+1SGjIq50gNEGJWkCIs5+l9m0th43iQqWazel8szTSR3sMCNM6RqrFGsC4r0J9I1W6ULWyVdLh9H8tNfNPOjWyo2cTQRvMqIsyEv9vqSNtMxCtS+IRxvmapCauim8HMaiM9PPhNI+9gxpMJ8qjazd2u7hHdVXYEyMxxOnIpg35MG8plxLI+YbVR+54LwFOuLBGe9BUUJrwWI+9hOSZJGkBR7SBittdlLGzrLvU0RvBnQccUlIw4ATU7h2l1sT61t1ZXbvDYVcN9MzM2noTKxQvZt6cUxBkPZxUrGV0VA0Wj8hc6xbpDHrAYIzw8nDiPPO/MHWDVVHpVaFya4xFLSayirc0VCpA7qTyQFgEhQUwbXeKtOyIVVCmIIuebCxd3sik5f3tVR0zShJTe/UfmGBmNRWyff1s5q6WS6jy996Nyip51U1ZN5xeZh1jZgDprpMLBsqFZzTcSxNJ6dnQ+dArQYuNV3mSll+5QCpBaXTdSpoz4TSDXnexiL1iYIkJeWvDw7Ns/bu7VlA81Vov/Fzv2FwZilRFYFNsyWIJ5JNXbXA//t04Lw9R8dI6kdyTnSrjsfHN+m3iff96Y/hP/QAd0wlZVEE+pBS0VA6lVBSB8JdIqD3+FUgV9+nCvMKRZgNM3TESnNNsdUvBiJzEKaz1NUk5tW4WUa88fiHZ7jHjng4WaojwMqvSGTG/kR305ZBD3TfG1dl2XsVQiwDSNvYOZ6vWXUbtnFNj+eUj7hSAjHqyMqt7N+aCBIY8sAmbNj6LT50+LZFGkqaZrTzLwaFUlMgZWCQJoDm2RQSDOUQwQcra281094/xz3YWRWPmmmjdA1y6i14Wbdo43GaiX2PgOmmbK3Em+At3VbKT6f0X0Vmks34tRArNRoTUvtoekMTerPwQkpKjrFoqKgRRqPB62McOIyHmZQONE1nFVY1paBAyqT9kWN/y5hNryejCMn4Ms5KsZPVguPFG2LjQHwxYPTOSLfxLo9HggXGrG0AVu8sePQFNRkT+WYgXR2I44AbEptmw1FPJtR3vsZv11C4O27bWlCPpe0k60wMrkaHtaqlChDKnK4QaaZrqDkjUowbh2jCet5ZcLJtDbFbK5yvbBJRfZFSuW7RglI2pVxasGcoL2bBdWBeoh2tNysDXyQZohqa45xNIIJOAYF0YZp42ONfOHJCSbvUbZfvlyXJyt1912d+2aZl5O5ny7ZESuqpTe/PcvkajLMQx3t6/Rog6RyELfVi6rIiGKlQ7yIzKU/9WFU1n9CdwpNbTijFFyQypvmZL+ia7caC0PT0dXmPtqx8hSmnP8CDeY+1ZwHNV6H9i//Tv5jUWK2ZIFrbrPCYN8tpOLJptrx5eoOH58+jfSRpLOhLYnt2yQv/24/jPvIAtx9xZ24W+oomsz6x+ZvaOcrcKRUWv+8CrhjcWefiFssw8UZs2i0mWOerInHRstgVhObxqRholh4sm42Ath5/uSEBPivqI+PxSMAT2sZyvrcnE9mrOjOb1gaTQsKtwZk4Q7HEAW1TLAaAovDrNBFJNC7QSEsklb7RJPhXrrMqpGR5elk1aMgQ7dpK8IUnU1IG6LxfcVOqkJQnCwrXBoJC0Ab38AzXNjPqHhPSBuN9EKA1c0mXM3QNvmmtjNeb15NbeTjUGeLCNLA4lJcaasBUlhVMiPDYm4KzN00VQSckR8vAas8c0+CSU2ZIA2MeGJPxYrZ+a6m2RTWMxsjYj9werjnkA1kzMae6dzOaLGXarlh4uFIpJSUNJUgp9y6u2osBZRowg7d9l6BbKgfiFNGbE+OTG4a+xx8Hmq7lwt8jbNemDbNbmQlp402WoDXkJB9GZKh8CxbpjEVw3whkmZG6WtK7QDEkZ4sDMmV/TSGOcjf1UfRpECm2I1ZqL6u7FgPTMjUAKOsb36eSwe1d00rIVjXtGdTe6RqIdAXJqVYi9f2e0M0K0UzdzRxIMD8Pd5CSOulZppBELUU3LSczwrEMKqaAo1xvreuU4GqyL3hq/3V/U2C2+OwO+becn7K4djr3qZmS2tMZ1VGm6zltTzDeVFdtJPL0LFYZCsDu43SJFsHxe7RVHtxXsv43ansW0HwV2tUXrgzFgKlzkFBm89HUV7tmjebM5e6hdVaniN+uSEHpbw/c+199K+23vkhGQAoqc9OjxdBRk7sLO3eByc+mdCbizHohV0VTxzQT08XsSmrnGGSegRZkaeqV6gAlmHqwUsiCalo1mxY32mxeDz0pxin4cXXguj0ZL2BlhFpVcM5QCxqxDtuJSdkXQm4/9PTal+qwWvXS0DrbxqhKkIZDPrB2a1paQEynozPOgQCEMGmczLN4nUjAUBCGgoBozIWj4K1PTxm3XeMu1payKAiPdgEZIkOONKutXcMQkHZLd76FY08eq0IvpvK7M5zJrCtMqXequqjlpJXQiNr1HAa8K2X9moHCu1nOfEsQZvL7kHJkyEayPeaeXk+s/IqcMt7rZCRNypxOt1zFa+PfYFwlxPgywQW8M9KwDZ3LTl+nSa8NyAM5GveFpwaGyVdILd6wZymhp4juR8YUGZ5cMxyObHfneHWE+2f43cYsOjatqVGvAhIEhoTvggVQY3nGk9hzt0hfWvCYZ+SioALVzb4OfNIWr6x1g+ss7TmlQoRJcLIOlpLL5GDlJ22TGuubM7cNHJp1qmqD8v6sZwI6QZhkFnopiF1RPO5K4FODqyldJHZeU3nyU53QdOlrwFI6hXo+y2WWaaoagNVcmi6WqShKXq5bl5tO/CkIQO5sSyfisZvvR9IJsbyzzUoEno5jDqikBnx5cUyrkgpPeQ5eshppOtU+UObzf5oc68xPzoe7z+17ralOU53f9/rfqO1ZQPNVaKHznLIN7jbzt8/jOJI0EdW+O6YDDy5fRpNpV/hNSx56Lv/Xn8D/bz5kegx9glD8jfoEY5xn8alMTUoe3mDo+jKW2UdS0liCiwrPzr1dmS2Xn3UzE4qn5UurE6FaTYANb7mmv5xB+7oyFMYh4Iyn4SrkqzaAGQnWBt5aBUIQG5gcpeNx6P7ETbwhZtNAMQ0uYeXXOISokVZaokYaCdxrL2mL1xI5o8feSrUrcbKcsBQekUIprxWkmYMalcI1agJoBM3IqsWdry2IGWtQaWTDdBxsm+u2WBUYEpTHiJ4GCyBPg6WNcjakYddapzQkQ1tO44Ri2PXOVr2UMn1/ImvGqTdxRi2DW8xmk1Bn8rUVLlD1W4qaLCgEkibGOOCcnxzCdRjZjwfGPJBV0WrgidDJqpCAHV7KfiVPiBha0kaqyJiM4I6izk/Xmxo4VL5LLgNaplhhZCstT5F47Hl9eJ3dzZ4XVy/hzs0qwp11uHsrQ6Uq6tIUFeV1Y+rZhxEGxcrLStBVUqOzh1BJMTi71jWY1z5aSbcX46s4Cq9My/mW1BVlUzHZH40rgdDbXq1pQJWKBFaEYcxwVgJnzZYCKxwfnBjaiiABex5qWtnVYHwR+FZUqJzb9Oq/w3FM61VEIqtdnxpI1+WWQXLr7nJY6k9FQjJThVVNXU6Bg1Kqn5j3V5EY1eI4X47nqb5mXqf+LI5BsCBwCrDqZ84qJGvfVSYEOLNwmc5fntrH4r05HQa256t3+PJZ+3pozwKar0JbnXXcvMbEoxHvjCeQM2Me0Jy4Tnvunz0HgN+tcZcd+TSwev9ztJ98n/FNckm9gHXWE2TKAgIu35dZ4dScQft5TDNUPdkOJPupsydfBtLgSsljeenjomObKgKMYy9qwYAexnmAbz1yGBhvjwxpoHOtHVjwFtxkhWEs1QYJX2cKVYQMsYE8KwTIj/b0mKnhqAMg7NyW1jVW1SQOj8n+P2wfst2eI6NJ+deZH+MIhTOhGNhVNVF0LKmRJpBRXGAuBS3VY1JKhaXxpi9SxOvIuThj23aa1YocIASHbDrjZxz6iYStQ0Sv9qaofLG2wdSJ6ciIWEATc7ELcAVezyaIl0aklKT7MlgTo1kj1AFjgvIFzUKOZlGgWRnzQNQ4uVaPo7l+OwGNmX440uceh3llJTJBPCvXsfItzjkT5CsoQi7kSdWMU0uNkYSUTW05TDX4MqMQrZlrlis/pdLoS2WWA58DfTox5NE4ApsGXZlwnZy3lmaq5Fct96rD0q+tmwZT1ZryKCiGgEjRQKoxmQjausnE0JW0BK4gIgDJ/JEIparIV2SnnoMal6ySastAOaVGdBYKnO5RTZFMnm1i+3Fln1KevaT2LroSndTtV86Jd3OVj3P2HDwdFCxRmhoQOLX32nwH5mCmrlN/L8X2aqCSdUaDpEyqKjqyqBi6s80aQC3Rl7rdyv+p39d+rR54DUjq/az9XeULLvk7VVSwkoTrsVaeVizLVjR6CvLsMlRU7HQY3/MBjX6FKadnVU7P2u+pPfjYc7z1mTeJOdJ4q3zIYymbzRFROOQjL7Vrm32+eIY4aJ4/w/+Z98NFVxyv5xdTyoSwdtDW0eRZnKr62dQO3IkN7DHPndKQzC24aJUAVjYdFzMXmF/6OrseUxmYC9x5soEo92MhKJsUPykzPrrh5voRKQ60ISB4CMGk4YeIDMEGnDEXvl8JjqqvT+1IYyYdToVIrbiiSLt26zIcKp6AOmUnW3aX95G2RfcngqqJz3pBEdOFKR2t+b/Y3zqMcwpKBXXOhOBKAOdCSTt4Z2kOVfJ+sKCrLw7VMSNNoG06wzWaAI1Db07ozcmCmybAsSfeHkmnI6uDVe6YsaOVO5uPVbnnrUyDig6xgAtKVjV7iayTG/SEgsA8U05GPM8L3RmAtayJGunzQBgammyITZ/64rhhpdlePB7PWta0rsMcyW0fWTNRzVvJHqCy/2KuCWpu06VMWkpaRFo/E1vLMWqf4DCSb3viONKGlta1PDh/ge3uHHnJAlR3uS4kYOOiVZ2Raf9rc4u3KrBCqq7p2JpW88UrTQ0xsWMKaOessmni1ZQgDCA61Jc06nLArnpFQSceiyxTOjWAqANrHfRVTXG4OGkbApQKooTtQxZcn/puL6p4bEVmdCZjQYork5M64VkiNFL/p3NgItjyiYUeTFl3si5Y7L8iJYuYaUqLltjIrs/y34vjqX5LSwLzFFiwCGjm1UR1jmk0M+kydTUQ0umcq1+XeZgtAsi1SWTUNCRg1z/qU8UT9qz0h/d+6fYzHZp3b88Cmq9Ce/Dx55D/4TcIEqAM5Nmc7RCE23zL891zZK8093fI2kNoCN/yPLptLOgQmKpZhlLR0gUssqEEHaX0NqrdydIpi1sGPTpVvJCYO7TaUaURXPEvqXB45Qo8nZ8v6Rt9vCdfHcljLB275fv1yZ7DG2+yj9c4Fa7llot4gWw6081R0NY4J/NsDBu0+3HSiiA48vURzZmVNvQYGXXrN3S+ZdCR1rWMeQR1bLfnVgVTtk9SJGCE4GhIihaJfC0ImaXaLADMpwG3amFMxMPJOD+r4ordmFu0eGdcmGMPwVsqyTkro15bea8Pph7rvCPGVMjNxS27bUiHI2MeaUJn1Tmb1jqXZH5LUpAZqXL+hSxckRVd+NhMVUUyj3QiMp1rdSXOqkQSW7/lsrngrfEtm+Fp4hQjMUfGHAlSeE2YrEDrWtZhbeiMEyvPVtOx6bOhb1l1djEo/xWTjTl94x0EM3yUEiAKYuTXUyTfDOiTI5oScezZbc65/KaHiPfkrcedbYwELBhvpqZali7XnZX/y6a1yrSbYR7Ea9RXCbRS0hKlOk9ab7YIm7ZUrunEcZXGIbmQyGtQEhOQwBUX8VKJY+dsz7SZWhYSa1W/jtmQqpjhvJ2ACEk6E+WrJlMl+1MmE5LvWgg83aay9EXASH2/ZEZH6mcTqsI8qNfHaBlwiMzrF8SQpJamyjope0+muknv3pfaysRlVgWvz7YU/ozO+16mT7X8bzqfcpBdmAPHKvznxPqueoyTntWM3Bk5GCbPvIkMzTSJu706vft1ftbe8+1ZQPNVaO/7k+8z8TXXgCoxxpIGNmfifTrwwu4l3KrwAkKg+cRDeHGL1ICjdjgVYu0UkWCz+bGksTpvw0fpd0hGlvOrYGXhWQoRlrsQa32B62Casu13zHPHn8ryRRtj8hlSYEjk64OlmoKz1NMQSYee2+EWzZmEcuTI5ea+zbCRohxbKp1qX9lH9FArlcRKmmNCb3sIjk5aOt/i1Nyxm9DhtbG0RDQdGn++nYIvaW2mLm0of5/QmEkp4QoZ0Gs7a4AUEi0ijE9uSX1P461EWWlmReAqWjdm8r5HasrOYfvyxqWQpqA6MZV11UrU8xpOI6kRlFycr6OlQZLxUaRr51lq4TK5dUsTIzFFcoXeC3m5jg2WzssTJ0NTYsxleSDlxP32Pmu/4lzP6BnYypZUzCZNw8cRpKGhwWE8peBDQcYM6QLllE8lAPIkjTRYVZeWJYBSBcUkwy/B2XVpHL4GGGOCIZtXUj/gb0beev01nvsjH8F/83OWzhsy/nJdOE/ujoPyxP1QDGEIDnaNacbEbIHCkOZnF0qVlV03C9opztwNXHRwGCAWO4ZpcF8EUDHNPJaoSE4lyKmDfp7O/05KuJLphyKk2Fjp+kSsVqa0sHoxsnFTJio1PZTlbvBRA4w7x8nd4IX679IBPF2yXZ+1ZX/wdD8BM1cl6d3t5hJQLPqfO0hL3d/TAQvlfooUhGpxHJVwrE+tV9EuL0iQOUBM2aQAwDhlk+mlTEadU+q8InZu5vQtU3kiwv7rIKB5Jqz37u1ZQPNVaM9//DncxkTA9OZk6EyuzHSbNUvb4M7XqAj+fA331gZHNxUjz0ZwFEoFhUUZgkndGyHSF66Hvfiu9YTioaMjqFc0ydwBVii2EglrJ1g7o1jg71qaXfPhFUoXTOXV2fb0OFCdfQUhjSNZFYcw6IjPauW26wb6aANKE9CQJoJlujqSckSCRw6jpXoUq/wpCrWtNGzC1pyKG29o9lHwbaDb7qy/Pw4TyVjA9pOMvJqTpYfGONpkvWsnDRcFpPGkJ7ccbq+sb/OGPGShKOguIOyc4TiQRvPZcl0RWQthruIZonW4lYezW+EbD31k3Tiyh5pmkGEgH0dDCnzhdOSMc8bFSYBP2bRlxmzPQhtmYbDgbVbvHJoTOSWGaJwZAY565DycWzm7c1ys7vFW/yZds2LsK7xuHb5DrKIJQ4VEXCmttgExpmioGErKZgOh6KT0LNMIWLdahOqK2KNzMs2uNVMUjROIJ+9P7Nozwh99yUwWDyNsmGfVtSQ3TYd7dxBMaqT2TbKguC9p1YlnUYjfwSHZoTUVJrYP13lybooWTQkQJgKpgsuF5F4CgwZIzp7ryFMoCHMgs0AYtE9IZ5wdccwcEqcwUoxaBW2ZCoPuvLO11L4GCpEFGlJH5/pPnX/Xj4U7xzN95mSx/iIAqstPVUfM+jfRtjOl2mAOQJbBkQia0hzYFPKxtGFGipaBlJaDKpy3qd9UtXu/kvn61nOvBOWKRNdgaGPDmy5MJ2u/IxUBe6oNfXzbZ++1lvkKU05fwbrv9fYsoPkqtMOjPZV7knNGMqTyBo6lImcMSteaSqz7wDmTLsekvikltz1NoYpwV7DcfTcPFLV8U5qi4VKU46TOJn1edBbYtiqfoephLPPx1RW5dnSF9Dvl0qvkvJTqkC6Y8y+FEyKOlV+zljXubFUGhlJp5J0NyuuGfOgZ90dSAK+O8eoGzZn1ZmdeS97RupZEpu06XOOhbSBl2rPtJA437PckTbRth4t2XIKi/UhKCdRm7FEjq7A2GwhMR0RCgDFxurnmOO4tSPHCSgS61si6dTAphGUdEkPsaSSYSWXWQla1+5AfH2dOkwhu25iPlZ7hqkZN4VhoyqbuO2bwcRbOE0G6gBOxIPFGkDUW8NTZ7zQg2n7TMHAarFpJ1UQb+9Rz2V0gIoTQ4r1nyw6/atHekJlcyMNBAr7wZWpw4hS7b9n4Xya250jMOjWa8pSXt9J6e1xEsLTOqlTPNcZ1AWygOkX7/Ag5Z9Yffxm5XCFjtuCkVvbBRMidcjt1ACwB5ESSXXmgRa4G9DAyVcjkamLIJEcglRdSOSTBWZBSB/NaUZQWf1fJfFUjDI8yH1ud+NaU7iLGELFKG7nobPmKENaAIRa0pxL3J5Ir3A1ClKlia9IS0sV+WaSPys+y3HoZcNQx/W2pqrmbmAKjeny1fDxVRFCLJMViwjRFcMwoUkWrSqRWved0ud+FlASKyTfU4y4BjNQS7HpNxJCViQis5fo4C14m5/kS/0tFves9rK1ck+s3DzxrX7/tWUDzVWi/8GO/WAYpc4122TogEasiWfsVubEe360bQzCywqbAJVJniMy8lkkzo8wOK5xaOzUxES+N2ToYKEFSIbvCTNwTG3jUOwuM2kVgJBRNmtLZ1g57UCTqhGiYfL2DNEDoDGHx5rucNdPRsj07txn5WBRsS0conaVo+kdX9GnA75XDYc+YeoY88FLoLH1T0Ig1W0ttIZCzpS6cN5uI4cTheIOIac900uDWHfnYk06mvKwpkksZve+a2fG5DAbp6pZ93DPkwZAuHM0YCP1oHW8TyBT358aTczIujG9My6WcmxT+Tro62vbHiHQrO4/G45f5fLHS6pwVl9W4OdH0MyQw8RNc42C3svDCGfqkY5ma11lm68mHgdvbx5zGIz47Uhzptec8nKOqJBJZlOAD97vn59MvY1B1K8+a8BLImnDZgQ/TAKPoVFVWWyru8ctpvyAzjB+ciQ16CzakaIXokyN6GO1ZEKH7xPsIn3hoz4tGqxJLOmnqMKS59D6XIKM8y/ZdGb1FLBg4jItKIgq/I88rTQN1LunEfBe1VC1BP/OAXPyb8BRifUVN6oHo/JxXjke9NhWJCBZ42WSjXldZpG3K8nfSO8wBUp1kaJ4D7Xo+y3XqilOah1nm4Q6BubSaVnuHTdwJqEqQM6EmNYB6pwqrymWpvJa631L5phOfb3Gs0zZsHxMPqVZ9eWfPf6lmknWYkZw6EVOdK9VqUUSxJKFxxlGsgVNtBQk6HQbe6y3rVyisp9+4KSf3b1/kq9d+7Md+jE9+8pOcn59zfn7Opz71Kf7RP/pHAHzuc5+zFMI7/Pz0T//0u25TVfnP//P/nJdeeon1es13fMd38Fu/9Vt/WKcEwOd/4fPGDSncCBUjWgbMw6lzK2LVqXmwtg673gmHpRRWYdagqCTBWn3UFYJw6+bO10GO1gFUQS+RImoHhWfgmSpqsWDH0JYS3LQluKnaHXXWW5Ejh82A1wG3Wc3E2mAESfWORoJVweDN1yfrXNatwGmE1pMOPYfxQOp7jjfX7Mdb9vHAPh04pR6S8Udk3RpaU1JgeTRCcTyeOOyvuNk/sWCkP3HbX3Mz3DAcDgz7IymOECM5JmKOrHxXiNXMKPn+xKHfE7Nptowa2ac9fRpIp8EIy8U4spJAh2SBjwZBxIjSsjJbCiM4D1R+kjgr2ZfgkHWDnHXIeYc778zK4myFnK1gU4jZ5fw0JTOXFME1Hrdb4badoWGrpnCXTMsjx8TNG69xe7gmxpHDcMuT+NgCOPFFiyYSx8ECz864XaGIE4I9E6OOjNnSSqOOaE3T1axHSUWBTLyZMY8TUnOnFRsEgjNybetxu7akAYT85GQk36hmPPmxh8j99aQLU/kiqhjScruQLVj2x6qFa5Jhv0gXVWuBijIkNbXrsXheFSVpxgx9SX2lxYYLZ6yW3U8pvsbNE4uKblQS/hIZgTkYCiVtVpAgcWITieoA/jTXR5iFCpftaV5JTbPE8oxW1egaxNRgrtzfmdNTj0+nFNAdMjDMKM4yyKkBX35qXVkER7LYPyzUq3XaplStqxrwLNJTd7ZR910RmpqmKmazE2JUz2UiCmMcw4rOVBTTC1omEu/0zIqak/x7vekfwH/fqO1ritC8//3v54d/+If52Mc+hqrykz/5k3zv934vv/Irv8InPvEJXnnllTvL/92/+3f5kR/5Eb77u7/7Xbf5X/1X/xV/5+/8HX7yJ3+SD3/4w/yNv/E3+M7v/E5+/dd/ndXqD0lfQDHehVrqPQNePEPuyaq04ozY2wYbzFJJTtcZxASLAurM16V2GDXwqDPDJUqTMzkZwuOWpa1OLM0y5DJDVCPjCTMxsQZOee54JhTAO0OFWoPB3a5FL1a4xx3JW2CUTyPJKd55+rEnYSaJehxtNtZ4JCarKEmZ/vYGJdPvb7iJt3jxhfchHNORjZ7h2mBk5ZgYTzbAEjwcIje3j00FVxMpJw5pb4gJikalSx1NaEg5M2hPkGAk7OphhCMPA/3tLdfxpgBTgUGPJBUO6YAbPatTyblXZ/BoQap3gRzsmrmuQXYrCyr3pj2j+94qe1aNIREbM1KsqQYJgpySrRPsXmqNar1YIBjNTV2cn4T/VM2YUCUjawsO9m++yeuH10wlOWcikbVfl3EiM2KVNzLsWaUz3AgpRZQiI1CDEx055R5B2PktDs/a+RLIgXeeJofigl05SMYJW3aSDguCpfFGzBbMxLML4D359mAIFZBvToRvfoB7YTsF5rNQpKDHhDw5obvWxvuVnwOImo6Q8tLVgXZVTFrXjVVTTQN4LukjKeNestLpPkEYZ9PVpJNZpYrMgpWOomj91CBf35E8RwtKeX8Ld3xKl9TDdTawSh9n9KJObO6gPu/ex8xITlUippSm1+uxOM6ng6OaqqqBg6NuYDoHu0EliFyaUT5NdobZpf5OgFMDknIs06St9C+TOKjcPSaRqQhpEt3zVvqvMd09n9pXTQGNULWZJFP8muwGTCl4gGzPrhRku7aH779492v+rL3n29c0oPme7/meO//+m3/zb/JjP/Zj/OIv/iLf9m3fxosvvnjn+5/92Z/lr/21v8Zut3vH7akq//V//V/zn/1n/xnf+73fC8A/+Af/gBdeeIF/+A//IX/9r//1r86JPNXadeD0eO7cBLE0hRqhctCB3THjzlcWwIwZbTOSBMs3MM9onFpQ0wDkwpdwd2axdvLlV8pk0UnOHyg5+5JeqpVLfWLqYdSO0v7Wu/8GO47OZtzirTTYHUd46QI5DuSr4xQIqVrqImkuaYtsFUFDLDNIJT+6JeaIS45jOpV+3LgcrbT043HywpHgiccTp9QjSWl6x0265ZAs151LyWwi0dAQNeFzYpQRom130+7wTYPsukmhWB24MbEf9wypp3UdAnTSEjVxyie63NH0wfrx4vOkR6uCmsrmRYrPkIOEKd46Tx6ONJdbS4UdBiSuLIAFU6LdBOgi0jokBBxC9kU4rqZKxNnxegxZitkqrUpZNjETn9zy5NFrAAypJ6n5XDkcsTC3ck6owJBuCFcNYdWhOTEyThYJRz0hAn3uLRWmmRQSIXucBtSJpaTEgjnjhSdC0aOZx3e7Z7JpDUnypufDqlSAxUx+fEDubdC3bvHPbZEXt4Ca9lJNaXjbTu57GAsiVCuD1jWgqT+ZyWSzDpZejIBbg5pRmdWC64pl5tDH+ZpXDtOyNFyZNFNcawrQ02QiLVI/y3eO+g7p/K42bjbEtBs2c2YWA34lrs5IovC2gGS66PY+azlmqdytis4Ib0+vlPd0yhyqQpYZzanX8OlgqAQ0tbjBAo0FQjKVluv8WUVr6iWv1WU1SKr3b4nOuGVYWO5D5+ZzqU7nNa2ULdU+TfpaPwUpxSXEAtfGUn3aerv2cCeYQeBb/+wH3n6d32PtWcrp3dt7hkOTUuKnf/qn2e/3fOpTn3rb97/8y7/Mpz/9af6b/+a/eddt/M7v/A6vvvoq3/Ed3zF9dnFxwZ/9s3+WX/iFX3jXgKbve/q+n/59fX39FZwJnL204+pLT0qHURR7S6VMxgb12B9tUCszbsZk6MNQIFJfSYhlhkipNlnwF96xlc6ppp1Q8I0nI+jaOB7sx8VMcNGRIHMHVXPPrgRVTRFG27Y4inBdG5C3DtBH8pBoesd17lm7FU1oScEVkTtdECBt1tRFx6PDI4Aillc6SmGCxTVl8hAZe5PtH8YT1/nE1XhDI8H0WVALnMTTSCiIuJI0ETTQuIBvO+Ribdd/iNapDSPxeOKYj8YZwaqqGtdANlfpmEeGONCdrPIK52BIBNeQA4hzuF1n+ifJ7qHGaINKCZzy7QkdI/k44Fpv5ofBTSiCNFZJlD2Wjoq5lMGnwpUB2XaGPB3Gyclayehx5ObmMSkn1nTc5j2Nawh4O34tcv4wWSG80r/CdtyaZk4ZLG7VyNC+VJX19Dh1hlLhaHxLypnoMj57ciEcN66hwdSgPY6EDdSyafHnG3QVTB04uFIurRZYZIyDsuoIH7g0QbkhTzNmis2AHkpptxc4jjMnZ+2ZCSg1ktf5Wa4BSBuQVSxgYywD/CI4SNksGnK2AU61oJfG+9Cakq3l5+XHBuByCBW58QIjhRuyeEddSX+0toxmNSmp27GIODKjJNHeE63CfrUtgzdZ/JvF+eRs7z0O8Yv96+L3RAYWW77uJKv1K5NOzHK7zIFORV4qEqLFvmCqgtIJ/ZpandeV85z4a1Mwo3MwVI9xefZl21LI9xPqlJnL+Kv+jcNSmE4WXKZsaeFyH0AN5au8nEV7+ePPcXZvzXu9PSvbfvf2NQ9ofu3Xfo1PfepTnE4ndrsdP/uzP8u3fuu3vm25n/iJn+BbvuVb+HN/7s+967ZeffVVAF544YU7n7/wwgvTd+/UfuiHfogf/MEf/H2ewdvbh/7ch/jiL32BnExoDIQsGVEhEDjR28TqeKK92aDbYJ5NTYJYpy/MwYWI3ak6e1zqPzw9eyt9fK5eSaXaSYKgBDimiTczkYAdhRwcrKMb4oQIWFDl5o6udeBXpnC8bWw/hwFOIy4L22bHVnf02oNYBybb1madKRfnaYfrlZ3bsHKdqdXmgUBgzCOrvCLnhDsN5oEE+CHxJO4B0zsxtMvSIB5PVwIcANWMluodCyATTVEKle2KfBzgOHDKPa00tgxK61rbtliaYtARlz1ePb5UBNXr6UsIIF1bhNEKd8k5tB9x3htosO+tMunx0YKqxk0dvLS+GESKaQcVo0Y5RnLKyL4M4p03RV1MfygPJ9JpIO+P5BhZuY5TOrH2K0A46QlRmVJDIkbUTuQpGJEsrN2KUzoRibSuJZaZW5BAn3s619G6lkM80LoOHzzHfOCQjzS+oZOOIfcEv7Frg+CcRy7WyLYzQnPwlu5czq7PO/Q04t9/aUTh4iKOUOTqmXWQ6sBUlZSHRPVXmgb3BdcXmFO3LbBqLPUg2KRhOeg65vRufdarkGRS8NG4TZrB+YJO5vndrANxdhaM1GqnWvNfP/NipqRR0D4ZP+qxldVTXbqdWhn29B7rXFlVj3dRATRPRMoFyOXlT3kOiJaBz7KVz1WYVJOn60ad5CwmU+8kllcRELH06PzZIqisf+jiuKeKKp2Pf5mOWuxasThLK49pQprK+lWHRhb71mwGscOMWk1IVbFLEO9MwHRJFG8cH/yW597hYr332jOl4HdvX1NSMMDHP/5xPv3pT/PP//k/5z/6j/4jvv/7v59f//Vfv7PM8Xjkp37qp/gP/8P/8KtyDD/wAz/A1dXV9POFL3zhK9ren/r+P02MI2kSN9My93WTZPyokf2/+ryVBYORE0vFhXWoeZ5FuGKMN0HXfoZtK6qx7HCyCUxZ6sDSB67xpoWy8uZYXAl2TuC8s9mOYNvemW8Ou+JuXDujWH6vAmwbK7G9v8Lds/Jsd75m021pfOAinONHOy5pA7JpoAu4B1vczip/utDZ8tIQxLP2a065J5O5PVxbKgAbYJMmzsIWj6nY2jUcyWqBWyPN9JI7w5CmQGk8Hi2IQeA0kG72aM60vsFLIDIjPA6HL1jFmEcyiSEN9OlUnKiZO+PWGyozpMn5WkIgnXpog6kJe4f2A/nRnnzbW5ATi4cRGK/kooOzxlyeG7s/rvW4B2vcgzJjbDyubUzeP2VkMM+lVho8nsa1NNKQsGCsEoErIpjL1fF4MpayenN8k1M+kTSVCqfSuYuRiUWFMY92PYvGTdO2PFg94Kw7Q1Eaaabg0pZbuFYHj9u0FgiM2Y7dO/zZCj0MuPsrQ0HKTHoKEKoD9spPPl+amVVlT/FuGuPpVtMc3lnaqysaQaH8VKSlEHx1GTilEtSksp/TOH2mYzYz1ppeWvLZwoJAL0yighMhuKBLbleUwEfTKuIwlu9LKiaUcubpOVu82MIsMOcWX02ISj3+NKMPT/cNNYCoAUlRKJ7kkWsqaRkwVT5evdY1mMP6qclouyIudb/1jwUqZpVL5ftl6fRTAc5kQqp2Te5Ueo7l/Mf5eZ22UbhZU5DjHTqkolJdn6OCJAYjq0tjz/q3/MmX3+Fheta+ntrXHKFp25aPfvSjAHz7t387v/RLv8SP/uiP8uM//uPTMj/zMz/D4XDg+77v+/6N26qcm9dee42XXnpp+vy1117jT/yJP/Gu63VdR9d1X8FZ3G33PnSf/93f+av8w//9/52kNnh4PKOMOHGs3YpjPiFffgP5p/+a3Z/8MOHFCzhaOmSqoKDMXOskJzjwlA74qY5uOQsCoFQVJdMNwYN4we+6GWm9HqxDjtlms52fO0efcd4Zydg769wTlhITCkHYIR84x59S8TayQaHZiwVmhxEu1Qb24HDbFm0sDZEQuN6jfWS92uB6Bxw4D2c8Hp7YxBRhvd4h/Yh3Ac3KNmxwyVCHPveMOuLoGIl0mJFizYtXFVzNyuHmio1mxHl805COPQHPLmyRWC+dTvfnkI9EjZxyTyTRuZZTOrFiBd5b5u8UydLjmqJAOyZkSMiqJR57GhHc5RYaC27S7z62AMYJ4qO5XXe+WBiUdAWKuxmN++GLrlBw6CEiWfEXG8DMLH0K5JyLGJ4n5WQKx3pk0AFBjAskViXm1JEl02DBXycrQ9IUSGJoWYE7RBxHPdJoQ6MNzrW4DF23QbOJJ643a0sJ5oEhD3SuM92cN2/xH3ke2bVGfhUxNeRjtGdmFQjvuyQPya5HqGjG9Ogaz0gVd9GR3zhAKDyJU7T3oKaC6rtSB9RkaIpJ9JcBcNOUc8LKs3NVNi4Dppe7744wi/LV46leRNXjTJm0mFgLME7Pv/mFxVlnpaIswap7pA66p2gDt45WeVYCBfUmEjAN8lOBADPxeYlqNX5GbjMldVXKmuskaEkQhpkjhAXYUisaa/l6TTfDnP6eSOqlKjLm8lmwe6xP7VOwfiozCyKeEmyCdVelWADSfP+l9B1tubaNQ0ZTD5emGLl23iYEhwHxnb0f6wYen6bgRytKVq6/HqOJlq7KvmsJewmG/t1/7+M8ePHsHXrz916zhNNXwKH5CtCd93r7mgc0T7ec8x0+C1i66S//5b/Mc8/9myHBD3/4w7z44ov843/8j6cA5vr6ekJ//jDbn/r+P8OH/91v5tP/13/Jm7/5BrsXz3jft3+AX/pvf5Hf/H//BoKQXGbcX3FxuuKTf+qP8OYJPvMbb1qn0nl8F7i47PimDz/gNkY++/knhp56633XbeD55zZ4EX77C0/uTOicEy7OOj7wvnPe/9I5/+o33uDLb+yRxhEuVzSXKy43LS/dW/Olzz3htTf3VP0G8Y5u1fDw/objEHn05Ggd71jch/vMpg288KFLNquG32wDum1w64Z01hFue1ad54VvvscH/8wH+O1feYUv/us3yUlxXUDurdm875znXtjykT/9Pg5ffMIv/vgv4N4y9GUT1ugWth/f8snv+GN885/4CP/8R/8pv/0vfpshD6z9iu1qy/kHznnfn/oAf/x7/jj/+h//a/7Z3/+naCypIS9s7295+Y++j2/79/4ojWv4+f/D/4f+yYnQtPjtCh+Ehy+e8/K3v8xL/877+MV/8M/48q98ES/CVtZEEtoqw2lEs9KIaaN0dHi1AMvlTLsNyHbHkDLaeJrzHdEdGPcn/DgSztZsXr7g/IUzHn3+CfrCGfnhBsmKbBrjmrSO7nzFvQ/fx90OfOnXXi/wuIDzuDOBlad5uGF39iL376/44v/rf+HNz74OCZJGnAs4dbRtS/dgxcNPPIc7c/zz/+cvImNFXSwVJyJsz7a8/+X38/4//gH++Hf+ca5fueK/+5H/jv2NcWoyylW+hjO4+NAlH/32j/JN/86H+Vf/j1/ntf/pVciKawNdNm0et3Hc+8Al7/uTH8DdO+e3/uWraOdxFYUZMuSesGvZffCS8xd3vLbvGQ4jRblvkQqyarrVgw26bth/6RokTuOjqGmQWFWgwwfHZtdy6hNjTQtRqvoqitI4ZEgEEVovHK77eTKQYNZ/Eqp7tY+ZFbA+a3lrP6Iq07Ymw8PGgbTQJTpxbFeBe5drHj6/5Tf/6ed59NrejqUpyFBx0ZbO0wXH7mzF/Rd3vPixB7z0sYf861/6Ar/2C1+YkSZlQie6LrA5a7n3YMtz7zvn+Q9e8Ku/+AU+/+tvoKRJAE/HjHjBBcdq23J2f82957e88IFLXvqmezx46Zzf/V9e5x//n3+V/U2PtmabQuNxDlarht3FinvP73ju/Re8/MEL7r+4440v3/Bz/7df5eatg517IfxLE2i3Detty9nliocvn/P8By557v3n3D468j/85L/k8NbBju+gRe0a3CrQ7FpWq8DZxYoHL5zx8APnjEn5hZ/7LcYyUZPBgllaP913l5XWCdvLFRcvnpH7yO/80pes/3TGTwNQinHp42zp740JYq62DS9/+B5/5s9/hJc+dO8Pb3D4Cps+VVX4+1n/G7WJfg3P7gd+4Af47u/+bj74wQ9yc3PDT/3UT/G3//bf5ud+7uf4i3/xLwLwmc98hj/yR/4I//1//9/zXd/1XW/bxic+8Ql+6Id+iL/yV/4KAH/7b/9tfviHf/hO2fav/uqv/p7Ktq+vr7m4uODq6orz8/M/uBMu7Xh1JA2R7cPdXDZd2uk4ctoPnF2uTYhtud4pcn3Tc7Zr2aybp74bef3NPU3jeOHhDu/vrluXiTGz27Zv2++Tx0dub3ruPViz3d5Fq15/a8+bjw54J3zg5Yu37TvGzJe/fA2aef65HauqqbJoV6/csH/rwP0PXbI6ezsaFvvIo995xPremrMX3nmmdPPKNeNp5N6H7pkB51PtdHPkyStPuHzpktXZ28l9OWXe/K038F3g/jfdf9s1AHjzs29w++Ytz33sebb3twB85p99hv/vT/wTvvRrX6Rbt3zgkx/kk9/zJ/jmT30z3dlq2vZn/9nv8pv/5LfZv3Hg/vvP+ej/r707j4qq7v8A/h6WGYZlBkF0RuARF1QoRY+EjdSRX0mm5jH7ubQYcEyrU5a5pWY9pqVom1RKaAq2UJ1E9HiOa2ZpkD9NxeeYqbghmsNYCAKiwMx8f3/4MDKyODTDDHd8v86ZP5i5y+c9d5YP93vv3AcjEDagC7zkt/5vqK2uw4mdhTCcuQLPADki4sIR2rsjFErr56yitBpnDl9CVdl1dOoaiLA+IfBVKaxqFkKg+P+Kof/PJQgIdP+fHgiJDIHHbc/NtavXcHjLIZReKEWX3qGIejAK/kGNX3sAUHu9FuePFAEyGf7V719Q+Da959Jw3ICyojIog5TQ3quF3K/xNq8uv4Gzv13EtYob6NwzCJrIjo1eG0ajGadPXIb+YjlMdWZotCqEdw+COsjXOueREhz78Qyu6CsgVymg7d0R4X07Q9s9GIoGr0djnQknfjfg9HEDrl2rhW+AAl0iAhEW3gGdOvnDu/4MIgAVZdfxn1/Oofh0KYxGM/wCfaCN6IDwHsHoHKqC/L8/+mfJU12Lo0dL8Ke+AiYh0KGDEl00KoRqVVDdtm0a1v5n4d+4dOYKTCYzOkV0gKZrIPxULX8WXau4gcsXr0IIgU5hgfBXtzx9qaEKJRfKYa4zQxOuRmAnf3jLPVucB7i5t7fschUgA9TBfo0+c5qbp/RyFUx1ZqiDlU2+329nNpmhP1eGa1dvILCjHwI7+0Pu0/L/07U1Rpz53YAr+kr4+Hqjo8YfwVoVfNU+Ny+j0YQyfSWO7j4D/dkywFMGtcYPwVoVOoapEdwlAP6Bylu/zeVAbf2d0XAd4z3HQi7zvvMMzagVdfjelNOmtbqKSxua5557Dj/++CP0ej3UajX69euHOXPmWJoZAHjjjTfw9ddfo6ioqNEHNQDIZDJkZWUhJSUFwM0PkAULFmD16tUoLy/HAw88gPT0dPTq1cvmupzx4iQiIvfgzIZmnOcT8LajoakTdVhvynXL7zeXNjTtFRsaIiKylTMbmv/1GGN3Q7PBvNEtv99cfpYTERERkb3a3UHBRERE1DT+sF7z2NAQERFJBH9Yr3kcciIiIiLJ4x4aIiIiieCQU/PY0BAREUkEh5yax4aGiIhIIuovumvP/O6Kx9AQERGR5HEPDRERkUQICLuux2TPdaDaOzY0REREEsEhp+axoWlCffdbUVHh4kqIiKi9q/+ucMaVhIwwunT+9owNTRMqKysBAOHh4S6uhIiIpKKyshJqtbpNli2Xy6HRaLCrZLfdy9JoNJDL73yVdKnhxSmbYDabcenSJQQEBEAma/oy9a1VUVGB8PBwXLhwwS0uCOZOeZil/XKnPO6UBXCvPPZmEUKgsrISXbp0gYdH251rc+PGDdTW1tq9HLlcDh8fHwdU1L5wD00TPDw8EBYW1ibLVqlUkn/zN+ROeZil/XKnPO6UBXCvPPZkaas9Mw35+Pi4ZSPiKDxtm4iIiCSPDQ0RERFJHhsaJ1EoFFiwYAEUCoWrS3EId8rDLO2XO+VxpyyAe+Vxpyx3Mx4UTERERJLHPTREREQkeWxoiIiISPLY0BAREZHksaEhIiIiyWND0wYWL16MwYMHw9fXF4GBgU1OU1xcjJEjR8LX1xedOnXC7NmzYTRaX2Nj5cqViIqKglKpRO/evfHll186oXprjsqSnZ2NmJgY+Pr6QqvVYtKkSSgtLXVCglsckSUlJQUymazR7Z577nFSilsctW1qamowf/58dO3aFQqFAhEREcjMzHRCglsckeXnn39uctuUlJQ4KcUtjto29fLz8+Hl5YX+/fu3XdHNcESWvLw8xMfHIzg4GEqlEn369MHy5cudlOAWR2TJzc1FYmIiQkJCoFKpoNPpsGPHDicloJbwl4LbQG1tLcaNGwedToe1a9c2etxkMmHkyJHQaDT49ddfodfrkZSUBG9vbyxZsgQA8Nlnn2HevHn4/PPPcd999+HAgQOYMmUKOnTogFGjRkkqS35+PpKSkrB8+XKMGjUKf/75J1588UVMmTIFubm5ksry8ccfY+nSpZZ5jEYjYmJiMG7cOKflqOeIPAAwfvx4GAwGrF27Fj179oRer4fZ7Nwr8joqCwCcPHnS6tdeO3Xq1Ob1386RecrLy5GUlISHH34YBoPBWREsHJHFz88PU6dORb9+/eDn54e8vDy88MIL8PPzw/PPPy+pLHv37kViYiKWLFmCwMBAZGVlYdSoUdi/fz8GDBjgtCzUBEFtJisrS6jV6kb3b926VXh4eIiSkhLLfZ999plQqVSipqZGCCGETqcTs2bNsppvxowZIj4+vk1rbo49Wd5//33RvXt3q/k++eQTERoa2qY1N8eeLLfbuHGjkMlkoqioqK3KvSN78mzbtk2o1WpRWlrqrHJbZE+Wn376SQAQZWVlTqr2zhzxWpswYYJ48803xYIFC0RMTEwbV9w8R75vhBBizJgxYuLEiW1R6h05Okt0dLRYuHBhW5RKrcAhJxfYt28f+vbti86dO1vuGzZsGCoqKnDs2DEAN4cBbr9mh1KpxIEDB1BXV+fUeltiSxadTocLFy5g69atEELAYDAgJycHI0aMcFXZTbIly+3Wrl2LoUOHomvXrs4q02a25Nm8eTNiY2Px3nvvITQ0FL169cKsWbNw/fp1V5XdpNZsm/79+0Or1SIxMRH5+fnOLtUmtubJysrC2bNnsWDBAleUaZN/8r4pKCjAr7/+iiFDhjirTJv8kyxmsxmVlZUICgpyVpnUDDY0LlBSUmL1hgFg+bt+vH/YsGFYs2YNDh06BCEEDh48iDVr1qCurg5///2302tuji1Z4uPjkZ2djQkTJkAul0Oj0UCtVmPlypVOr7cltmRp6NKlS9i2bRsmT57slPpay5Y8Z8+eRV5eHn7//Xds3LgRaWlpyMnJwUsvveT0eltiSxatVouMjAxs2LABGzZsQHh4OBISEnD48GGn13sntuQ5deoU5s6di6+//hpeXu336IDWvG/CwsKgUCgQGxuLl19+ud29d1r7GQAAH3zwAaqqqjB+/Pg2r49axobGRnPnzm3ygMOGtxMnTjhsfW+99RaGDx+O+++/H97e3hg9ejSSk5MBwO7L0zs7yx9//IFp06bh3//+Nw4dOoTt27ejqKgIL774ot3LdnaWhr744gsEBgbi8ccfd9gynZ3HbDZDJpMhOzsbcXFxGDFiBD766CN88cUXdu+lcXaW3r1744UXXsDAgQMxePBgZGZmYvDgwQ47+NSZeUwmE55++mksXLgQvXr1csgyG3LV++aXX37BwYMHkZGRgbS0NHz77bd2L9OVnwHffPMNFi5ciO+//94lx2qRtfbb9rczM2fOREpKSovTdO/e3aZlaTQaHDhwwOq++oP9NBoNgJvDS5mZmVi1ahUMBgO0Wi1Wr16NgIAAhISEtD5AA87Okpqaivj4eMyePRsALAcGPvjgg3j33Xeh1WpbmeAWZ2epJ4RAZmYmnn32WcjlctsLvgNn59FqtQgNDYVarbZMExUVBSEELl68iMjIyFZUb81V26ahuLg45OXl2bSOO3FmnsrKShw8eBAFBQWYOnUqgJvNpxACXl5e2LlzJx566KHWh/gvV22bbt26AQD69u0Lg8GAt99+G0899ZSNVTfNVVm+++47TJ48GevXr8fQoUNtL5jaDBsaG4WEhNjdSNTT6XRYvHgxLl++bOnqf/jhB6hUKkRHR1tN6+3tjbCwMAA330CPPfaY3XtonJ2lurq60S5zT09PADcbA3u4arvs2bMHp0+fxnPPPeeQdddzdp74+HisX78eVVVV8Pf3BwAUFhbCw8PD8rr7p1y1bRo6cuSIXQ1zQ87M4+3tjaNHj1rNk56ejt27dyMnJ8fSGPxT7WHbmM1m1NTU2L1+V2T59ttvMWnSJHz33XcYOXKkQ9ZNDuDKI5Ld1fnz50VBQYFYuHCh8Pf3FwUFBaKgoEBUVlYKIYQwGo3i3nvvFY888og4cuSI2L59uwgJCRHz5s2zLOPkyZPiq6++EoWFhWL//v1iwoQJIigoSJw7d05yWbKysoSXl5dIT08XZ86cEXl5eSI2NlbExcVJLku9iRMnikGDBjm1/ts5Ik9lZaUICwsTY8eOFceOHRN79uwRkZGRYvLkyZLLsnz5crFp0yZx6tQpcfToUTFt2jTh4eEhdu3a5dQsjspzO1ed5eSILCtWrBCbN28WhYWForCwUKxZs0YEBASI+fPnSy5Ldna28PLyEitXrhR6vd5yKy8vd2oWaowNTRtITk4WABrdfvrpJ8s0RUVFYvjw4UKpVIqOHTuKmTNnirq6Osvjf/zxh+jfv79QKpVCpVKJ0aNHixMnTkgyixA3T9OOjo4WSqVSaLVa8cwzz4iLFy9KMkt5eblQKpVi9erVTq3/do7Kc/z4cTF06FChVCpFWFiYmDFjhqiurpZclmXLlokePXoIHx8fERQUJBISEsTu3budmqOeo7ZNQ65qaByR5ZNPPhH33HOP8PX1FSqVSgwYMECkp6cLk8kkuSxDhgxpchnJyclOzUKNyYSwc58/ERERkYvxLCciIiKSPDY0REREJHlsaIiIiEjy2NAQERGR5LGhISIiIsljQ0NERESSx4aGiIiIJI8NDZHEJCQk4LXXXnObdaakpDj0Ap9EdHfitZyI6I5yc3Ph7e1t+TsiIgKvvfaa0xsrIqLmsKEhojsKCgpydQlERC3ikBORhJWVlSEpKQkdOnSAr68vhg8fjlOnTlkeX7duHQIDA7Fjxw5ERUXB398fjz76KPR6vWUao9GIV199FYGBgQgODsacOXOQnJxsNQzUcMgpISEB58+fx/Tp0yGTySCTyQAAb7/9Nvr3729VX1paGiIiIix/m0wmzJgxw7Ku119/vdEV181mM1JTU9GtWzcolUrExMQgJyfHMU8YEbktNjREEpaSkoKDBw9i8+bN2LdvH4QQGDFiBOrq6izTVFdX44MPPsBXX32FvXv3ori4GLNmzbI8vmzZMmRnZyMrKwv5+fmoqKjApk2bml1nbm4uwsLCsGjRIuj1eqvm6E4+/PBDrFu3DpmZmcjLy8OVK1ewceNGq2lSU1Px5ZdfIiMjA8eOHcP06dMxceJE7Nmzx/YnhojuOhxyIpKoU6dOYfPmzcjPz8fgwYMBANnZ2QgPD8emTZswbtw4AEBdXR0yMjLQo0cPAMDUqVOxaNEiy3I+/fRTzJs3D2PGjAEArFixAlu3bm12vUFBQfD09ERAQAA0Gk2rak5LS8O8efPwxBNPAAAyMjKwY8cOy+M1NTVYsmQJdu3aBZ1OBwDo3r078vLysGrVKgwZMqRV6yOiuwcbGiKJOn78OLy8vDBo0CDLfcHBwejduzeOHz9uuc/X19fSzACAVqvF5cuXAQBXr16FwWBAXFyc5XFPT08MHDgQZrPZofVevXoVer3eql4vLy/ExsZahp1Onz6N6upqJCYmWs1bW1uLAQMGOLQeInIvbGiI3FzDs5MAQCaTNTpuxRE8PDwaLbfh0JctqqqqAABbtmxBaGio1WMKhcK+AonIrfEYGiKJioqKgtFoxP79+y33lZaW4uTJk4iOjrZpGWq1Gp07d8Zvv/1muc9kMuHw4cMtzieXy2EymazuCwkJQUlJiVVTc+TIEat1abVaq3qNRiMOHTpk+Ts6OhoKhQLFxcXo2bOn1S08PNymTER0d+IeGiKJioyMxOjRozFlyhSsWrUKAQEBmDt3LkJDQzF69Gibl/PKK68gNTUVPXv2RJ8+ffDpp5+irKzMcvZSUyIiIrB37148+eSTUCgU6NixIxISEvDXX3/hvffew9ixY7F9+3Zs27YNKpXKMt+0adOwdOlSREZGok+fPvjoo49QXl5ueTwgIACzZs3C9OnTYTab8cADD+Dq1avIz8+HSqVCcnLyP3quiMj9cQ8NkYRlZWVh4MCBeOyxx6DT6SCEwNatWxsNM7Vkzpw5eOqpp5CUlASdTgd/f38MGzYMPj4+zc6zaNEiFBUVoUePHggJCQFwc49Reno6Vq5ciZiYGBw4cMDqbCoAmDlzJp599lkkJydDp9MhICDAcjByvXfeeQdvvfUWUlNTERUVhUcffRRbtmxBt27dWvHMENHdRibaYjCdiCTLbDYjKioK48ePxzvvvOPqcoiIbMIhJ6K73Pnz57Fz504MGTIENTU1WLFiBc6dO4enn37a1aUREdmMQ05EdzkPDw+sW7cO9913H+Lj43H06FHs2rULUVFRri6NiMhmHHIiIiIiyeMeGiIiIpI8NjREREQkeWxoiIiISPLY0BAREZHksaEhIiIiyWNDQ0RERJLHhoaIiIgkjw0NERERSR4bGiIiIpK8/wd/SB9T2tmaOwAAAABJRU5ErkJggg==",
      "text/plain": [
       "<Figure size 640x480 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "df.plot.scatter(x='longitude', y='latitude', c=data,\n",
    "                colormap='BuPu_r',\n",
    "                title=str(time_index[timestep]))\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Nearest Timeseries for given Lat/Lon"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 66,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2019-02-06T19:52:44.346725Z",
     "start_time": "2019-02-06T19:52:34.038821Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Site index for New York City: \t\t 2300564\n",
      "Coordinates of New York City: \t (40.7128, -74.0059)\n",
      "Coordinates of nearest point: \t [ 40.714733 -74.01636 ]\n"
     ]
    }
   ],
   "source": [
    "# Unlike the gridded WTK data the NSRDB is provided as sparse time-series dataset.\n",
    "# The quickest way to find the nearest site it using a KDtree\n",
    "\n",
    "dset_coords = f['coordinates'][...]\n",
    "tree = cKDTree(dset_coords)\n",
    "def nearest_site(tree, lat_coord, lon_coord):\n",
    "    lat_lon = np.array([lat_coord, lon_coord])\n",
    "    dist, pos = tree.query(lat_lon)\n",
    "    return pos\n",
    "\n",
    "NewYorkCity = (40.7128, -74.0059)\n",
    "NewYorkCity_idx = nearest_site(tree, NewYorkCity[0], NewYorkCity[1] )\n",
    "\n",
    "print(\"Site index for New York City: \\t\\t {}\".format(NewYorkCity_idx))\n",
    "print(\"Coordinates of New York City: \\t {}\".format(NewYorkCity))\n",
    "print(\"Coordinates of nearest point: \\t {}\".format(dset_coords[NewYorkCity_idx]))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 67,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2019-02-06T19:53:48.160502Z",
     "start_time": "2019-02-06T19:53:46.607119Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "CPU times: user 3.12 ms, sys: 607 μs, total: 3.73 ms\n",
      "Wall time: 1.22 s\n"
     ]
    }
   ],
   "source": [
    "# Get the entire 2012 timeseries data for a point in NYC\n",
    "%time tseries = dset[:, NewYorkCity_idx] / dset.attrs['scale_factor']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 68,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2019-02-06T19:53:48.165562Z",
     "start_time": "2019-02-06T19:53:48.162324Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "8784"
      ]
     },
     "execution_count": 68,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "len(tseries)   # 1 years * 365 days * 24 hours * 30 minutes"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 69,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2019-02-06T19:54:20.235635Z",
     "start_time": "2019-02-06T19:54:20.063966Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(0.5, 1.0, 'NYC ghi in 2012')"
      ]
     },
     "execution_count": 69,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.plot(time_index, tseries)\n",
    "plt.ylabel(\"wspd\")\n",
    "plt.title(\"NYC ghi in 2012\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Wind Speed Statistics"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 70,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2019-02-06T19:58:14.770799Z",
     "start_time": "2019-02-06T19:58:14.726103Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th>hour</th>\n",
       "      <th>0</th>\n",
       "      <th>1</th>\n",
       "      <th>2</th>\n",
       "      <th>3</th>\n",
       "      <th>4</th>\n",
       "      <th>5</th>\n",
       "      <th>6</th>\n",
       "      <th>7</th>\n",
       "      <th>8</th>\n",
       "      <th>9</th>\n",
       "      <th>...</th>\n",
       "      <th>14</th>\n",
       "      <th>15</th>\n",
       "      <th>16</th>\n",
       "      <th>17</th>\n",
       "      <th>18</th>\n",
       "      <th>19</th>\n",
       "      <th>20</th>\n",
       "      <th>21</th>\n",
       "      <th>22</th>\n",
       "      <th>23</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>month</th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>8.776774</td>\n",
       "      <td>8.691290</td>\n",
       "      <td>8.401613</td>\n",
       "      <td>8.113548</td>\n",
       "      <td>8.100323</td>\n",
       "      <td>7.768065</td>\n",
       "      <td>7.902258</td>\n",
       "      <td>7.762903</td>\n",
       "      <td>7.700000</td>\n",
       "      <td>7.455484</td>\n",
       "      <td>...</td>\n",
       "      <td>6.851935</td>\n",
       "      <td>6.265806</td>\n",
       "      <td>6.220645</td>\n",
       "      <td>6.269032</td>\n",
       "      <td>6.426129</td>\n",
       "      <td>6.875484</td>\n",
       "      <td>7.366452</td>\n",
       "      <td>7.694516</td>\n",
       "      <td>8.247419</td>\n",
       "      <td>8.687097</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>7.175172</td>\n",
       "      <td>7.224138</td>\n",
       "      <td>7.095172</td>\n",
       "      <td>6.835862</td>\n",
       "      <td>6.987586</td>\n",
       "      <td>7.078276</td>\n",
       "      <td>7.188276</td>\n",
       "      <td>6.738276</td>\n",
       "      <td>6.636552</td>\n",
       "      <td>6.704483</td>\n",
       "      <td>...</td>\n",
       "      <td>5.739655</td>\n",
       "      <td>5.542759</td>\n",
       "      <td>5.748621</td>\n",
       "      <td>6.062759</td>\n",
       "      <td>6.132069</td>\n",
       "      <td>6.275862</td>\n",
       "      <td>6.509655</td>\n",
       "      <td>6.649310</td>\n",
       "      <td>6.730000</td>\n",
       "      <td>6.733448</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>6.572258</td>\n",
       "      <td>6.766774</td>\n",
       "      <td>6.554516</td>\n",
       "      <td>6.685806</td>\n",
       "      <td>6.587419</td>\n",
       "      <td>6.523226</td>\n",
       "      <td>6.547742</td>\n",
       "      <td>6.519355</td>\n",
       "      <td>6.540000</td>\n",
       "      <td>6.574839</td>\n",
       "      <td>...</td>\n",
       "      <td>5.205806</td>\n",
       "      <td>5.286774</td>\n",
       "      <td>5.317419</td>\n",
       "      <td>5.572903</td>\n",
       "      <td>5.728387</td>\n",
       "      <td>6.223226</td>\n",
       "      <td>6.328065</td>\n",
       "      <td>6.468710</td>\n",
       "      <td>6.350645</td>\n",
       "      <td>6.395484</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>7.277667</td>\n",
       "      <td>7.285000</td>\n",
       "      <td>7.541000</td>\n",
       "      <td>7.468333</td>\n",
       "      <td>7.250333</td>\n",
       "      <td>7.258000</td>\n",
       "      <td>7.099000</td>\n",
       "      <td>7.111667</td>\n",
       "      <td>6.558667</td>\n",
       "      <td>6.609667</td>\n",
       "      <td>...</td>\n",
       "      <td>5.543000</td>\n",
       "      <td>6.069000</td>\n",
       "      <td>6.473000</td>\n",
       "      <td>6.569000</td>\n",
       "      <td>7.130667</td>\n",
       "      <td>7.043667</td>\n",
       "      <td>7.626667</td>\n",
       "      <td>7.842667</td>\n",
       "      <td>7.666667</td>\n",
       "      <td>7.570000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>5.242903</td>\n",
       "      <td>5.206452</td>\n",
       "      <td>5.400323</td>\n",
       "      <td>5.303226</td>\n",
       "      <td>4.942581</td>\n",
       "      <td>4.777419</td>\n",
       "      <td>4.818710</td>\n",
       "      <td>4.598710</td>\n",
       "      <td>4.943871</td>\n",
       "      <td>4.910323</td>\n",
       "      <td>...</td>\n",
       "      <td>4.232581</td>\n",
       "      <td>4.101613</td>\n",
       "      <td>4.388710</td>\n",
       "      <td>5.011613</td>\n",
       "      <td>5.586774</td>\n",
       "      <td>5.930645</td>\n",
       "      <td>6.299677</td>\n",
       "      <td>5.833226</td>\n",
       "      <td>5.860323</td>\n",
       "      <td>5.576452</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>6.584333</td>\n",
       "      <td>5.895667</td>\n",
       "      <td>5.921333</td>\n",
       "      <td>5.947333</td>\n",
       "      <td>5.652000</td>\n",
       "      <td>5.292667</td>\n",
       "      <td>4.628667</td>\n",
       "      <td>4.311000</td>\n",
       "      <td>4.443000</td>\n",
       "      <td>4.228667</td>\n",
       "      <td>...</td>\n",
       "      <td>4.611000</td>\n",
       "      <td>4.672000</td>\n",
       "      <td>5.475667</td>\n",
       "      <td>6.178000</td>\n",
       "      <td>6.249667</td>\n",
       "      <td>7.017667</td>\n",
       "      <td>7.139667</td>\n",
       "      <td>6.957333</td>\n",
       "      <td>6.535667</td>\n",
       "      <td>6.702000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>5.417742</td>\n",
       "      <td>5.372258</td>\n",
       "      <td>4.898387</td>\n",
       "      <td>4.863548</td>\n",
       "      <td>4.821935</td>\n",
       "      <td>4.832581</td>\n",
       "      <td>4.320323</td>\n",
       "      <td>4.382903</td>\n",
       "      <td>4.190968</td>\n",
       "      <td>4.462903</td>\n",
       "      <td>...</td>\n",
       "      <td>4.096129</td>\n",
       "      <td>4.125161</td>\n",
       "      <td>4.719032</td>\n",
       "      <td>5.132581</td>\n",
       "      <td>5.602581</td>\n",
       "      <td>6.334839</td>\n",
       "      <td>5.936774</td>\n",
       "      <td>6.178710</td>\n",
       "      <td>6.044839</td>\n",
       "      <td>6.018387</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>5.570323</td>\n",
       "      <td>5.231935</td>\n",
       "      <td>4.979355</td>\n",
       "      <td>4.799032</td>\n",
       "      <td>4.500645</td>\n",
       "      <td>4.301290</td>\n",
       "      <td>4.176452</td>\n",
       "      <td>3.900000</td>\n",
       "      <td>3.741290</td>\n",
       "      <td>3.625161</td>\n",
       "      <td>...</td>\n",
       "      <td>3.149355</td>\n",
       "      <td>3.338065</td>\n",
       "      <td>3.878065</td>\n",
       "      <td>4.657419</td>\n",
       "      <td>5.418387</td>\n",
       "      <td>6.053226</td>\n",
       "      <td>5.873548</td>\n",
       "      <td>6.417097</td>\n",
       "      <td>5.980645</td>\n",
       "      <td>6.429355</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>6.284667</td>\n",
       "      <td>6.090333</td>\n",
       "      <td>5.904333</td>\n",
       "      <td>5.922667</td>\n",
       "      <td>5.374000</td>\n",
       "      <td>5.326333</td>\n",
       "      <td>5.345333</td>\n",
       "      <td>5.363333</td>\n",
       "      <td>5.366667</td>\n",
       "      <td>5.295667</td>\n",
       "      <td>...</td>\n",
       "      <td>4.508000</td>\n",
       "      <td>4.523000</td>\n",
       "      <td>4.591000</td>\n",
       "      <td>5.109000</td>\n",
       "      <td>5.719667</td>\n",
       "      <td>6.067667</td>\n",
       "      <td>6.090000</td>\n",
       "      <td>6.190000</td>\n",
       "      <td>6.227667</td>\n",
       "      <td>6.190000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>6.659677</td>\n",
       "      <td>6.761613</td>\n",
       "      <td>6.985484</td>\n",
       "      <td>6.787097</td>\n",
       "      <td>6.882903</td>\n",
       "      <td>6.840000</td>\n",
       "      <td>7.021935</td>\n",
       "      <td>6.819032</td>\n",
       "      <td>6.717097</td>\n",
       "      <td>6.495484</td>\n",
       "      <td>...</td>\n",
       "      <td>5.202581</td>\n",
       "      <td>5.220968</td>\n",
       "      <td>5.395161</td>\n",
       "      <td>5.849355</td>\n",
       "      <td>6.106452</td>\n",
       "      <td>6.349032</td>\n",
       "      <td>6.660323</td>\n",
       "      <td>6.872581</td>\n",
       "      <td>7.050968</td>\n",
       "      <td>6.718387</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>7.011000</td>\n",
       "      <td>7.148667</td>\n",
       "      <td>7.148000</td>\n",
       "      <td>7.070000</td>\n",
       "      <td>6.979667</td>\n",
       "      <td>6.918333</td>\n",
       "      <td>6.993333</td>\n",
       "      <td>6.951000</td>\n",
       "      <td>7.041667</td>\n",
       "      <td>6.938000</td>\n",
       "      <td>...</td>\n",
       "      <td>5.858333</td>\n",
       "      <td>5.670000</td>\n",
       "      <td>5.382667</td>\n",
       "      <td>5.416333</td>\n",
       "      <td>5.485667</td>\n",
       "      <td>5.512000</td>\n",
       "      <td>5.727667</td>\n",
       "      <td>6.155000</td>\n",
       "      <td>6.555000</td>\n",
       "      <td>6.853000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>7.767419</td>\n",
       "      <td>7.430000</td>\n",
       "      <td>6.930323</td>\n",
       "      <td>6.740968</td>\n",
       "      <td>6.940968</td>\n",
       "      <td>6.947097</td>\n",
       "      <td>7.227419</td>\n",
       "      <td>7.033226</td>\n",
       "      <td>6.995161</td>\n",
       "      <td>7.107742</td>\n",
       "      <td>...</td>\n",
       "      <td>6.049355</td>\n",
       "      <td>5.579032</td>\n",
       "      <td>5.518710</td>\n",
       "      <td>5.939677</td>\n",
       "      <td>6.160968</td>\n",
       "      <td>6.618065</td>\n",
       "      <td>6.630968</td>\n",
       "      <td>6.945806</td>\n",
       "      <td>7.296452</td>\n",
       "      <td>7.456129</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>12 rows × 24 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "hour         0         1         2         3         4         5         6   \\\n",
       "month                                                                         \n",
       "1      8.776774  8.691290  8.401613  8.113548  8.100323  7.768065  7.902258   \n",
       "2      7.175172  7.224138  7.095172  6.835862  6.987586  7.078276  7.188276   \n",
       "3      6.572258  6.766774  6.554516  6.685806  6.587419  6.523226  6.547742   \n",
       "4      7.277667  7.285000  7.541000  7.468333  7.250333  7.258000  7.099000   \n",
       "5      5.242903  5.206452  5.400323  5.303226  4.942581  4.777419  4.818710   \n",
       "6      6.584333  5.895667  5.921333  5.947333  5.652000  5.292667  4.628667   \n",
       "7      5.417742  5.372258  4.898387  4.863548  4.821935  4.832581  4.320323   \n",
       "8      5.570323  5.231935  4.979355  4.799032  4.500645  4.301290  4.176452   \n",
       "9      6.284667  6.090333  5.904333  5.922667  5.374000  5.326333  5.345333   \n",
       "10     6.659677  6.761613  6.985484  6.787097  6.882903  6.840000  7.021935   \n",
       "11     7.011000  7.148667  7.148000  7.070000  6.979667  6.918333  6.993333   \n",
       "12     7.767419  7.430000  6.930323  6.740968  6.940968  6.947097  7.227419   \n",
       "\n",
       "hour         7         8         9   ...        14        15        16  \\\n",
       "month                                ...                                 \n",
       "1      7.762903  7.700000  7.455484  ...  6.851935  6.265806  6.220645   \n",
       "2      6.738276  6.636552  6.704483  ...  5.739655  5.542759  5.748621   \n",
       "3      6.519355  6.540000  6.574839  ...  5.205806  5.286774  5.317419   \n",
       "4      7.111667  6.558667  6.609667  ...  5.543000  6.069000  6.473000   \n",
       "5      4.598710  4.943871  4.910323  ...  4.232581  4.101613  4.388710   \n",
       "6      4.311000  4.443000  4.228667  ...  4.611000  4.672000  5.475667   \n",
       "7      4.382903  4.190968  4.462903  ...  4.096129  4.125161  4.719032   \n",
       "8      3.900000  3.741290  3.625161  ...  3.149355  3.338065  3.878065   \n",
       "9      5.363333  5.366667  5.295667  ...  4.508000  4.523000  4.591000   \n",
       "10     6.819032  6.717097  6.495484  ...  5.202581  5.220968  5.395161   \n",
       "11     6.951000  7.041667  6.938000  ...  5.858333  5.670000  5.382667   \n",
       "12     7.033226  6.995161  7.107742  ...  6.049355  5.579032  5.518710   \n",
       "\n",
       "hour         17        18        19        20        21        22        23  \n",
       "month                                                                        \n",
       "1      6.269032  6.426129  6.875484  7.366452  7.694516  8.247419  8.687097  \n",
       "2      6.062759  6.132069  6.275862  6.509655  6.649310  6.730000  6.733448  \n",
       "3      5.572903  5.728387  6.223226  6.328065  6.468710  6.350645  6.395484  \n",
       "4      6.569000  7.130667  7.043667  7.626667  7.842667  7.666667  7.570000  \n",
       "5      5.011613  5.586774  5.930645  6.299677  5.833226  5.860323  5.576452  \n",
       "6      6.178000  6.249667  7.017667  7.139667  6.957333  6.535667  6.702000  \n",
       "7      5.132581  5.602581  6.334839  5.936774  6.178710  6.044839  6.018387  \n",
       "8      4.657419  5.418387  6.053226  5.873548  6.417097  5.980645  6.429355  \n",
       "9      5.109000  5.719667  6.067667  6.090000  6.190000  6.227667  6.190000  \n",
       "10     5.849355  6.106452  6.349032  6.660323  6.872581  7.050968  6.718387  \n",
       "11     5.416333  5.485667  5.512000  5.727667  6.155000  6.555000  6.853000  \n",
       "12     5.939677  6.160968  6.618065  6.630968  6.945806  7.296452  7.456129  \n",
       "\n",
       "[12 rows x 24 columns]"
      ]
     },
     "execution_count": 70,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df = pd.DataFrame({'wspd': tseries}, index=time_index)\n",
    "df[\"year\"] = df.index.year\n",
    "df[\"month\"] = df.index.month\n",
    "df[\"day\"] = df.index.day\n",
    "df[\"hour\"] = df.index.hour\n",
    "\n",
    "agg = df.groupby([\"month\",\"hour\"]).mean()\n",
    "agg = agg.reset_index().pivot(index=\"month\",columns=\"hour\",values=\"wspd\")\n",
    "agg"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 71,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2019-02-06T19:58:30.404312Z",
     "start_time": "2019-02-06T19:58:30.214762Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.colorbar.Colorbar at 0x7ab7989c1510>"
      ]
     },
     "execution_count": 71,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.imshow(agg)\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Month\")\n",
    "plt.title(\"12 x 24 Mean Wind Speed (m/s)\")\n",
    "plt.colorbar()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.10.4"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 1
}
